{"session":{"id":"panoramic-tarp","working_directory":"/Users/root1","backend_type":"Windsurf","model":"swe-1-7-lightning","agent_mode":"bypass","created_at":"2026-07-12T06:48:29+00:00","last_activity_at":"2026-07-12T06:49:26+00:00","title":"Running Cloud Dev Environments in Terminal","main_chain_id":77,"shell_last_seen_index":0,"cogs_json":[{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/profile"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":[{"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://devin.ai/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills//SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.\n- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]\nassistant: npm run dev\n\n\n\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n\n\n\nuser: can you write tests for this feature\nassistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]\n\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen your output text references specific files or code snippets, use the `` and `` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.\n\nCitation format:\n- `` - Reference an entire file\n- `` - Reference specific lines in a file\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. \n\n\n\nuser: Can you show me the config file?\nassistant: Here's the configuration file: \n\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.\n\n\n# Programming\n\nSince you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!\n\n## Existing Conventions\n\nWhen making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.\n- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.\n- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.\n- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.\n- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.\n- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.\n\n## Code style\n\n- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n\n\n#### Test plan\n\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThis tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\nUsers may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n\n## Completing Tasks\n\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- Use the todo_write tool to plan the task if required\n- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.\n- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou may receive `` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.\n\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.\n\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"servers\":[{\"name\":\"cloudflare-bindings\"},{\"name\":\"cloudflare-docs\"},{\"name\":\"cloudflare-builds\"},{\"name\":\"cloudflare-observability\"},{\"name\":\"fff\",\"description\":\"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\\n\\n## Which Tool Should I Use?\\n\\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\\n\\n## Core Rules\\n\\n### 1. Search BARE IDENTIFIERS only\\nGrep matches single lines. Search for ONE identifier per query:\\n + 'InProgressQuote' -> finds definition + all usages\\n + 'ActorAuth' -> finds enum, struct, all call sites\\n x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\\n x 'ctx.data::' -> code syntax, too specific, 0 results\\n x 'struct ActorAuth' -> adding keywords narrows results, misses enums/traits/type aliases\\n x 'TODO.*#\\\\d+' -> complex regex, use simple 'TODO' then filter visually\\n\\n### 2. NEVER use regex unless you truly need alternation\\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\\\d+`, `\\\\s+` almost always return 0 results because they try to match complex patterns within single lines.\\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\\n\\n### 3. Stop searching after 2 greps -- READ the code\\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\\nDo NOT keep grepping with variations. More greps != better understanding.\\n\\n### 4. Use multi_grep for multiple identifiers\\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\\n + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\\n x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth' (3 calls wasted)\\n\\n## Workflow\\n\\n**Have a specific name?** -> grep the bare identifier.\\n**Need multiple name variants?** -> multi_grep with all variants in one call.\\n**Exploring a topic / finding files?** -> find_files.\\n**Got results?** -> Read the top file. Don't grep again.\\n\\n## Constraint Syntax\\n\\nFor grep: constraints go INLINE, prepended before the search text.\\nFor multi_grep: constraints go in the separate 'constraints' parameter.\\n\\nConstraints MUST match one of these formats:\\n Extension: '*.rs', '*.{ts,tsx}'\\n Directory: 'src/', 'quotes/'\\n Filename: 'schema.rs', 'src/main.rs'\\n Exclude: '!test/', '!*.spec.ts'\\n\\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\\n + 'schema.rs TODO' -> searches for 'TODO' in files schema.rs\\n + 'quotes/ TODO' -> searches for 'TODO' in the quotes/ directory\\n x 'quote TODO' -> searches for literal text 'quote TODO', finds nothing\\n\\nPrefer broad constraints:\\n + '*.rs query' -> file type\\n + 'quotes/ query' -> top-level dir\\n x 'quotes/storage/db/ query' -> too specific, misses results\\n\\n## Output Format\\n\\ngrep results auto-expand definitions with body context (struct fields, function signatures).\\nThis often provides enough information WITHOUT a follow-up Read call.\\nLines marked with | are definition body context. [def] marks definition files.\\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\\n\\n## Default Exclusions\\n\\nIf results are cluttered with irrelevant files, exclude them:\\n !tests/ - exclude tests directory\\n !*.spec.ts - exclude test files\\n !generated/ - exclude generated code\"},{\"name\":\"playwright\"},{\"name\":\"cloudflare\"}]}\n\nIMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.\n","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"normal"},"created_at":"2026-07-12T06:48:19.084314Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"f5369b7f-f7d1-4335-b537-bc6f274b0a4c"}],"tool_availability":{"BlockList":[{"Name":{"exact":"exit_plan_mode"}}]},"append_system_messages":[]},{"model":null,"source":{"Session":"Hook"},"context":[],"lifetime":{"Unique":"skill/devin-cli"},"permissions":[[{"Tool":{"Name":{"exact":"read"}}},"Allow"],[{"Tool":{"Name":{"exact":"grep"}}},"Allow"],[{"Tool":{"Name":{"exact":"glob"}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":"swe-1-7-lightning","source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/model"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":{"AllowList":[{"Name":{"exact":"exec"}},{"Name":{"exact":"read"}},{"Name":{"exact":"edit"}},{"Name":{"exact":"grep"}},{"Name":{"exact":"glob"}},{"Name":{"exact":"exit_plan_mode"}},{"Name":{"literal":"get_output"}},{"Name":{"literal":"kill_shell"}},{"Name":{"literal":"write_to_process"}},{"Name":{"literal":"write"}},{"Name":{"literal":"notebook_read"}},{"Name":{"literal":"notebook_edit"}},{"Name":{"literal":"todo_write"}},{"Name":{"literal":"webfetch"}},{"Name":{"literal":"web_search"}},{"Name":{"literal":"ask_user_question"}},{"Name":{"literal":"run_subagent"}},{"Name":{"literal":"read_subagent"}},{"Name":{"literal":"request_scope"}},{"Name":{"literal":"mcp_call_tool"}},{"Name":{"literal":"mcp_list_servers"}},{"Name":{"literal":"mcp_list_tools"}},{"Name":{"literal":"mcp_read_resource"}},{"Name":{"literal":"skill"}}]},"append_system_messages":[{"role":"system","content":"You are powered by SWE-1.7 Lightning.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-12T06:48:19.084510Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"b1c8f445-c426-4973-b615-874f025a52ec"}]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/parallel-tool-calls"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"## Parallel tool calls\n\n- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.\n- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.\n- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.\n- Never perform dependent terminal commands or writes in parallel.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-12T06:48:19.084521Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"a2e786b0-a488-49fa-98d6-4815b4b1ddd2"}]},{"model":null,"source":"Subagent","context":[],"lifetime":{"Unique":"core/read_only_kinds"},"permissions":[[{"Tool":{"Kind":"read"}},"Allow"],[{"Tool":{"Kind":"search"}},"Allow"],[{"Tool":{"Kind":"think"}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/subagent_profiles"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.\n- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"subagent_profiles"},"created_at":"2026-07-12T06:48:19.084530Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"125912ce-2263-48c3-9843-3a526f8b089c"}]},{"model":null,"source":"Managed","context":[],"lifetime":{"Unique":"workspace/config_protection"},"permissions":[[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/cli/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.cognition/**/config*.json"}}},"ForceAsk"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"Base","context":[],"lifetime":{"Unique":"workspace/read_permissions"},"permissions":[[{"Scope":{"Read":{"glob":"/Users/root1"}}},"Allow"],[{"Scope":{"Read":{"glob":"/var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501"}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"UserOverride","context":[],"lifetime":{"Unique":"workspace/project_override_permissions"},"permissions":[[{"Scope":{"Command":{"matcher":{"Prefix":"brightness"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"osascript"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"pkill"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"yt-dlp"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"ls"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"python3"}}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"workspace/context"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/accept_edits"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/bypass"},"permissions":[["AnyScope","Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/autonomous"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]}],"workspace_dirs":null,"hidden":false,"metadata":"{\"total_credit_cost\":0,\"total_acu_cost\":0.0}"},"message_count":44,"messages":[{"message_id":"f5369b7f-f7d1-4335-b537-bc6f274b0a4c","node_id":18,"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://devin.ai/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills//SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.\n- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]\nassistant: npm run dev\n\n\n\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n\n\n\nuser: can you write tests for this feature\nassistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]\n\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen your output text references specific files or code snippets, use the `` and `` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.\n\nCitation format:\n- `` - Reference an entire file\n- `` - Reference specific lines in a file\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. \n\n\n\nuser: Can you show me the config file?\nassistant: Here's the configuration file: \n\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.\n\n\n# Programming\n\nSince you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!\n\n## Existing Conventions\n\nWhen making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.\n- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.\n- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.\n- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.\n- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.\n- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.\n\n## Code style\n\n- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n\n\n#### Test plan\n\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThis tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\nUsers may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n\n## Completing Tasks\n\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- Use the todo_write tool to plan the task if required\n- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.\n- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou may receive `` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.\n\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.\n\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"servers\":[{\"name\":\"cloudflare-bindings\"},{\"name\":\"cloudflare-docs\"},{\"name\":\"cloudflare-builds\"},{\"name\":\"cloudflare-observability\"},{\"name\":\"fff\",\"description\":\"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\\n\\n## Which Tool Should I Use?\\n\\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\\n\\n## Core Rules\\n\\n### 1. Search BARE IDENTIFIERS only\\nGrep matches single lines. Search for ONE identifier per query:\\n + 'InProgressQuote' -> finds definition + all usages\\n + 'ActorAuth' -> finds enum, struct, all call sites\\n x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\\n x 'ctx.data::' -> code syntax, too specific, 0 results\\n x 'struct ActorAuth' -> adding keywords narrows results, misses enums/traits/type aliases\\n x 'TODO.*#\\\\d+' -> complex regex, use simple 'TODO' then filter visually\\n\\n### 2. NEVER use regex unless you truly need alternation\\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\\\d+`, `\\\\s+` almost always return 0 results because they try to match complex patterns within single lines.\\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\\n\\n### 3. Stop searching after 2 greps -- READ the code\\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\\nDo NOT keep grepping with variations. More greps != better understanding.\\n\\n### 4. Use multi_grep for multiple identifiers\\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\\n + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\\n x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth' (3 calls wasted)\\n\\n## Workflow\\n\\n**Have a specific name?** -> grep the bare identifier.\\n**Need multiple name variants?** -> multi_grep with all variants in one call.\\n**Exploring a topic / finding files?** -> find_files.\\n**Got results?** -> Read the top file. Don't grep again.\\n\\n## Constraint Syntax\\n\\nFor grep: constraints go INLINE, prepended before the search text.\\nFor multi_grep: constraints go in the separate 'constraints' parameter.\\n\\nConstraints MUST match one of these formats:\\n Extension: '*.rs', '*.{ts,tsx}'\\n Directory: 'src/', 'quotes/'\\n Filename: 'schema.rs', 'src/main.rs'\\n Exclude: '!test/', '!*.spec.ts'\\n\\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\\n + 'schema.rs TODO' -> searches for 'TODO' in files schema.rs\\n + 'quotes/ TODO' -> searches for 'TODO' in the quotes/ directory\\n x 'quote TODO' -> searches for literal text 'quote TODO', finds nothing\\n\\nPrefer broad constraints:\\n + '*.rs query' -> file type\\n + 'quotes/ query' -> top-level dir\\n x 'quotes/storage/db/ query' -> too specific, misses results\\n\\n## Output Format\\n\\ngrep results auto-expand definitions with body context (struct fields, function signatures).\\nThis often provides enough information WITHOUT a follow-up Read call.\\nLines marked with | are definition body context. [def] marks definition files.\\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\\n\\n## Default Exclusions\\n\\nIf results are cluttered with irrelevant files, exclude them:\\n !tests/ - exclude tests directory\\n !*.spec.ts - exclude test files\\n !generated/ - exclude generated code\"},{\"name\":\"playwright\"},{\"name\":\"cloudflare\"}]}\n\nIMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.\n","created_at":"2026-07-12T06:48:19.084314Z","finish_reason":null,"metrics":null},{"message_id":"125912ce-2263-48c3-9843-3a526f8b089c","node_id":19,"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.\n- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.","created_at":"2026-07-12T06:48:19.084530Z","finish_reason":null,"metrics":null},{"message_id":"a2e786b0-a488-49fa-98d6-4815b4b1ddd2","node_id":20,"role":"system","content":"## Parallel tool calls\n\n- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.\n- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.\n- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.\n- Never perform dependent terminal commands or writes in parallel.","created_at":"2026-07-12T06:48:19.084521Z","finish_reason":null,"metrics":null},{"message_id":"b1c8f445-c426-4973-b615-874f025a52ec","node_id":21,"role":"system","content":"You are powered by SWE-1.7 Lightning.","created_at":"2026-07-12T06:48:19.084510Z","finish_reason":null,"metrics":null},{"message_id":"03ebc773-b768-4387-874e-89ddac2e725f","node_id":22,"role":"system","content":"\nThe following information is automatically generated context about your current environment.\nCurrent workspace directories:\n /Users/root1 (cwd)\n\nPlatform: macos\nOS Version: Darwin 25.6.0\nToday's date: Saturday, 2026-07-11\n\n","created_at":"2026-07-12T06:48:18.507368Z","finish_reason":null,"metrics":null},{"message_id":"a5679da2-c7cf-49ba-8641-7d343ffe681d","node_id":23,"role":"system","content":"\n\n# Agent Preferences\n\n- If I ever paste in a YouTube link, use yt-dlp to summarize the video.\n- get the autogenerrated captions to do this\n- if asked to summarize a YouTube video, do not name the session until after reading and understanding the full YouTube video transcript\n- for testing that involves urls, start with example.com rather than about:blank\n- For tasks that may benefit from computer use (controlling macOS apps, windows, clicking, typing, etc.), use the background-computer-use skill to control local macOS apps through the BackgroundComputerUse API\n- Secrets/tokens live in `~/.env` (e.g. `HF_TOKEN` for Hugging Face). Source it before use: `set -a; . ~/.env; set +a`\n\n## Cloudflare DNS management\n\nFor Cloudflare DNS management (adding/editing/deleting DNS records), use the **`cf` CLI** instead of `wrangler`.\nWrangler does not have DNS management capabilities, and its OAuth token doesn't work with the Cloudflare REST API for DNS operations.\n\n### Usage\n```bash\n# Check authentication status\ncf auth whoami\n\n# List DNS records for a zone\ncf dns records list -z aidenhuang.com\n\n# Add a DNS record\ncf dns records create -z aidenhuang.com --type CNAME --name devin --content \"target.example.com\" --proxied false\n\n# Delete a DNS record\ncf dns records delete -z aidenhuang.com \n```\n\nThe `cf` CLI uses the same OAuth authentication as `wrangler` and has proper DNS record permissions.\n\n## File search via fff MCP\n\nFor any file search or grep in the current git-indexed project directory, prefer the **fff** MCP tools\n(`mcp__fff__grep`, `mcp__fff__find_files`, `mcp__fff__multi_grep`) over the built-in grep/glob tools.\nfff is frecency-ranked, git-aware, and more token-efficient.\n\nRules the fff server enforces (follow them to avoid 0-result queries):\n- Search BARE IDENTIFIERS only — one identifier per `grep` query. No `load.*metadata.*Foo` style regex.\n- Don't use regex unless you truly need alternation; `.*`, `\\d+`, `\\s+` almost always return 0 results.\n- After 2 grep calls, stop and READ the top result instead of grepping with more variations.\n- Use `multi_grep` for OR logic across multiple identifiers (e.g. snake_case + PascalCase variants) in one call.\n- Have a specific name → `grep`. Exploring a topic / finding files → `find_files`.\n\nThe `fff-mcp` binary lives at `/Users/root1/.local/bin/fff-mcp` and is registered at user scope\nin `~/.config/devin/config.json`. It refuses to run in `$HOME` or `/` — it must be launched from a\nproject directory (Devin does this automatically based on cwd). Update with:\n`curl -fsSL https://raw.githubusercontent.com/dmtrKovalenko/fff.nvim/main/install-mcp.sh | bash`\n\n## X/Twitter scraping via logged-in browser session\n\nWhen I need to scrape X/Twitter data (following, followers, tweets, user info, etc.),\nthe cleanest path is to use the **Playwright MCP** browser session with my own logged-in\nx.com account, rather than spinning up twscrape's account-pool flow. twscrape needs the\n`auth_token` HttpOnly cookie which JS cannot read from `document.cookie`; the browser\nsession attaches all cookies automatically.\n\n### Flow\n1. `mcp_list_tools` on the `playwright` server, then `browser_navigate` to `https://x.com`.\n2. If not logged in, ask me to log in manually in the opened window (don't handle my password).\n3. Once on `https://x.com/home`, read `ct0` from `document.cookie`:\n `document.cookie.match(/ct0=([^;]+)/)[1]`\n4. Call X's GraphQL endpoints directly via `fetch()` inside `browser_evaluate`. Required headers:\n - `authorization: Bearer AAAAAAAAAAAAAAAAAAAAANRILgAAAAAAnNwIzUejRCOuH5E6I8xnZz4puTs%3D1Zv7ttfk8LF81IUq16cHjhLTvJu4FA33AGWWjCpTnA` (the public web-app bearer token)\n - `x-csrf-token: `\n - `x-twitter-auth-type: OAuth2Session`\n - `x-twitter-active-user: yes`\n - `content-type: application/json`\n5. Paginate timelines by reading `content.cursorType === \"Bottom\"` entries and passing\n the value back as `variables.cursor` until it stops changing.\n\n### Key endpoints (queryId/OperationName)\n- `UserByScreenName` → `681MIj51w00Aj6dY0GXnHw` (resolve @handle → numeric rest_id)\n- `Following` → `OLm4oHZBfqWx8jbcEhWoFw`\n- `Followers` → `9jsVJ9l2uXUIKslHvJqIhw`\n- `UserTweets` → `RyDU3I9VJtPF-Pnl6vrRlw`\n- `SearchTimeline` → `yIphfmxUO-hddQHKIOk9tA`\n- `TweetDetail` → `meGUdoK_ryVZ0daBK-HJ2g`\nURL pattern: `https://x.com/i/api/graphql//?variables=&features=`\n\n### Response schema notes (current X web build)\n- User objects now put `screen_name` / `name` under `core`, NOT `legacy.screen_name`.\n twscrape's parser still reads `legacy.screen_name` and returns empty — needs updating.\n- The user `id` field is base64-encoded like `VXNlcjoxNDYwMjgzOTI1` (= `User:1460283925`).\n Decode with `atob(u.id).split(':')[1]` to get the numeric rest_id. `u.rest_id` may also\n be present directly.\n- `is_blue_verified` is the verified flag. `legacy.followers_count`, `legacy.description`\n still exist under `legacy`.\n- Filter timeline entries by `content.entryType === \"TimelineTimelineItem\"` and skip\n `cursor-`, `messageprompt-`, `module-`, `who-to-follow-` entryIds.\n\n### Features dict\nUse the full `GQL_FEATURES` block from twscrape's `api.py` — without it X returns\n`(336) The following features cannot be null`. Pass it URL-encoded as the `features` param.\n\n### Where things live\n- Output CSV: `~/Downloads/utilities/sdand_following.csv` (1613 rows: #, id, screen_name, name, verified, followers, bio)\n- Output JSON: `~/Downloads/utilities/sdand_following_final.json` (double-encoded JSON string; parse with `json.loads(json.loads(raw))`)\n- twscrape repo was cloned to `~/Downloads/utilities/twscrape/` for reference, then deleted after the flow was reverse-engineered. Re-clone from https://github.com/vladkens/twscrape.git if needed.\n\n## Fast Whisper transcription on Modal (A10G)\n\nFor transcribing long-form audio/video (interviews, podcasts, X/Twitter videos), use the\nutility at `~/Downloads/utilities/whisper_x/whisper_transcribe.py`. It does the full\npipeline: URL → yt-dlp download → ffmpeg audio extract → Modal volume upload →\nfaster-whisper on A10G → JSON + TXT output. Validated at **2.3 min wall clock for 65 min\nof audio** (no caching at any layer).\n\n### Usage\nShell alias (defined in `~/.zshrc`): `whisper`\n```bash\n# Transcribe an X/Twitter video (picks first playlist item)\nwhisper \"https://x.com/.../status/123\"\n\n# Pick a specific playlist item, use a smaller model\nwhisper \"https://x.com/...\" --playlist-item 2 --model-size medium\n\n# Transcribe a local audio file\nwhisper /path/to/audio.mp3 --name my-podcast\n\n# Custom output dir + keep downloaded source\nwhisper \"https://...\" --outdir ./transcripts --keep-source\n```\nTranscript text goes to stdout (pipe with `| pbcopy`); structured JSON + readable TXT\nsaved to `/.json` and `/.txt`.\n\n### Key optimizations (vs naive T4 run that took 11.7 min)\n- **A10G GPU** (~8x fp16 throughput vs T4; Modal ~$0.60/hr vs ~$0.16/hr — pennies for short jobs)\n- **`BatchedInferencePipeline`** with `batch_size=16` — batches encoder/decoder across chunks (2-4x)\n- **`beam_size=1`** (greedy) — ~2x faster, negligible WER increase for conversational speech\n- **`vad_filter=True`** — skips silence segments\n- **`compute_type=\"float16\"`** — halves memory bandwidth\n- **No caching**: `force_build=True` on apt/pip steps + unique `download_root` per run forces\n fresh image rebuild + fresh HF model download every time\n\n### Pinned versions (must match)\n- `faster-whisper==1.1.1` (provides `BatchedInferencePipeline`)\n- `ctranslate2==4.8.0`\n- Base image: `nvidia/cuda:12.6.3-cudnn-runtime-ubuntu22.04` (provides `libcublas.so.12`;\n `debian_slim` fails with `RuntimeError: Library libcublas.so.12 is not found`)\n\n### Audio prep (done automatically by the utility)\n```bash\nffmpeg -y -i input.mp4 -vn -ac 1 -ar 16000 -c:a aac -b:a 64k audio.m4a\n```\nMono 16kHz 64kbps AAC — a 65-min video (151 MB stream) becomes ~35 MB audio.\n\n### X/Twitter download notes\n- Tweet URLs can contain **playlists** (multiple videos). Use `--playlist-item N` to pick one.\n- Always use `-f bestaudio/best` to avoid downloading multi-GB high-bitrate video streams.\n- A 65-min interview's video variant can be 2.8+ GB; audio-only is ~63 MB (128 kbps).\n\n### Where things live\n- Utility: `~/Downloads/utilities/whisper_x/whisper_transcribe.py`\n- Strategy doc: `~/Downloads/utilities/whisper_x/STRATEGY.md` (full optimization breakdown)\n- Modal app (standalone): `~/Downloads/utilities/whisper_x/transcribe_fast.py`\n- Modal volume: `whisper-audio` (created automatically; holds uploaded audio files)\n- Modal profile: `aidenhuang-personal` (workspace with GPU access)\n\n\n\n\n\n\n","created_at":"2026-07-12T06:48:19.084827Z","finish_reason":null,"metrics":null},{"message_id":"2bd49a4e-4f5d-47a6-a436-6ecc81e48fd3","node_id":24,"role":"user","content":"is there a way to run cloud devins through the terminal?","created_at":"2026-07-12T06:48:29.279464Z","finish_reason":null,"metrics":null},{"message_id":"a0658a16-dfb6-42b1-a155-9716c5687546","node_id":25,"role":"system","content":"\nThe following skills can be invoked using the `skill` tool. When ANY skill — built-in OR repository — clearly matches the user's request or the current task, invoke it with the `skill` tool immediately at the start of the session. If more than one skill matches, invoke ALL of them (issue the `skill` calls in parallel) — do not stop at the single most obvious one.\n\n- **cloudflare-one-migrations**: Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis. (source: /Users/root1/.config/devin/skills/cloudflare-one-migrations/SKILL.md)\n- **cloudflare-email-service**: Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like \"add email to my Worker\" — this skill has critical config details. (source: /Users/root1/.config/devin/skills/cloudflare-email-service/SKILL.md)\n- **agents-sdk**: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/agents-sdk/SKILL.md)\n- **cloudflare**: Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/cloudflare/SKILL.md)\n- **cloudflare-one**: Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs. (source: /Users/root1/.agents/skills/cloudflare-one/SKILL.md)\n- **web-perf**: Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/web-perf/SKILL.md)\n- **cloudflare-one-migrations**: Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis. (source: /Users/root1/.claude/skills/cloudflare-one-migrations/SKILL.md)\n- **sandbox-sdk**: Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/sandbox-sdk/SKILL.md)\n- **cloudflare-email-service**: Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like \"add email to my Worker\" — this skill has critical config details. (source: /Users/root1/.agents/skills/cloudflare-email-service/SKILL.md)\n- **durable-objects**: Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/durable-objects/SKILL.md)\n- **workers-best-practices**: Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.claude/skills/workers-best-practices/SKILL.md)\n- **turnstile-spin**: Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write the frontend snippets, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin. (source: /Users/root1/.codeium/windsurf/skills/turnstile-spin/SKILL.md)\n- **turnstile-spin**: Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write the frontend snippets, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin. (source: /Users/root1/.config/devin/skills/turnstile-spin/SKILL.md)\n- **agents-sdk**: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/agents-sdk/SKILL.md)\n- **cloudflare**: Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/cloudflare/SKILL.md)\n- **background-computer-use**: Launch and use the local BackgroundComputerUse macOS runtime through its self-documenting loopback API. Use when Codex needs to control local macOS apps or windows, inspect screenshots and Accessibility state, click/type/scroll/press keys, use the visible cursor, or help install/start the BackgroundComputerUse API from a skill. (source: /Users/root1/.devin/skills/background-computer-use/SKILL.md)\n- **web-perf**: Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/web-perf/SKILL.md)\n- **wrangler**: Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/wrangler/SKILL.md)\n- **sandbox-sdk**: Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/sandbox-sdk/SKILL.md)\n- **cloudflare-agent-setup**: (source: /Users/root1/.devin/skills/cloudflare-agent-setup/SKILL.md)\n- **wrangler**: Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/wrangler/SKILL.md)\n- **find-skills**: Helps users discover and install agent skills when they ask questions like \"how do I do X\", \"find a skill for X\", \"is there a skill that can...\", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill. (source: /Users/root1/.agents/skills/find-skills/SKILL.md)\n- **durable-objects**: Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/durable-objects/SKILL.md)\n- **workers-best-practices**: Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/workers-best-practices/SKILL.md)\n- **cloudflare-one**: Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs. (source: /Users/root1/.config/devin/skills/cloudflare-one/SKILL.md)\n- **devin-cli**: Look up Devin CLI documentation (skills, extensibility, configuration, commands, models, troubleshooting) (source: /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs)\n- **declarative-repo-setup**: Generate and verify a working environment.yaml (Devin snapshot-setup blueprint) for a repo (source: builtin:drs)\n","created_at":"2026-07-12T06:48:29.280273Z","finish_reason":null,"metrics":null},{"message_id":"986b15f4-9585-40db-a3ed-1593f8881b8c","node_id":27,"role":"assistant","content":"","tool_calls":[{"id":"functions.skill:0","name":"skill","arguments":{"command":"invoke","skill":"devin-cli"}}],"thinking":"The user is asking if there's a way to run cloud Devins through the terminal. This likely refers to running Devin sessions or deployments on cloud infrastructure via CLI. I should check the devin-cli skill first since it's available and is specifically about Devin CLI documentation. This might answer the question directly.","created_at":"2026-07-12T06:48:30.462813Z","finish_reason":"tool_calls","metrics":{"ttft_ms":701,"total_time_ms":895,"input_tokens":6918,"output_tokens":86,"cache_read_tokens":10624,"cache_creation_tokens":null,"tpot_ms":2.255813953488372,"tokens_per_sec":443.29896907216494}},{"message_id":"185da124-0bb9-40af-b1f3-02d4f3d4181b","node_id":28,"role":"tool","content":"The \"devin-cli\" skill is running\n\n\nSource: /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs\nBase directory: /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin\nAuto-approved tools (no permission prompt needed): read, grep, glob\nOther tools can still be used but will require user permission.\n\nDocumentation for Devin CLI is available on disk at:\n /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs\n\nThis directory contains `.mdx` files covering installation, commands, models,\nshell integration, troubleshooting, and enterprise configuration.\n\nUse the read, grep, and glob tools to search within that directory for\ninformation relevant to the user's question. The tools are auto-approved for\nthis path while this skill is active.\n","created_at":"2026-07-12T06:48:30.476039Z","finish_reason":null,"metrics":null},{"message_id":"f6c4a904-ea0d-4246-9c24-03076ce85b5d","node_id":30,"role":"assistant","content":"","tool_calls":[{"id":"functions.grep:1","name":"grep","arguments":{"pattern":"cloud|Cloud|remote|terminal|CLI|command","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs","output_mode":"files_with_matches","max_results":30,"case_insensitive":true}}],"thinking":"The skill is running. I need to search within the devin-cli docs for information about \"cloud\" or running Devins through the terminal. Let me use the grep tool to search for cloud-related content.","created_at":"2026-07-12T06:48:31.178160Z","finish_reason":"tool_calls","metrics":{"ttft_ms":528,"total_time_ms":701,"input_tokens":310,"output_tokens":119,"cache_read_tokens":17536,"cache_creation_tokens":null,"tpot_ms":1.453781512605042,"tokens_per_sec":687.8612716763006}},{"message_id":"cc91cc71-072c-41d4-a9b3-c87101c2a909","node_id":31,"role":"tool","content":"max_results is not supported for files_with_matches output mode","created_at":"2026-07-12T06:48:31.201818Z","finish_reason":null,"metrics":null},{"message_id":"56ef0997-c78e-4270-9475-86dc590433b0","node_id":33,"role":"assistant","content":"","tool_calls":[{"id":"functions.grep:2","name":"grep","arguments":{"pattern":"cloud|remote|terminal|CLI|command","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs","output_mode":"files_with_matches","case_insensitive":true}}],"thinking":"Need to fix that and use max_results for content mode or just remove it for files_with_matches.","created_at":"2026-07-12T06:48:31.803640Z","finish_reason":"tool_calls","metrics":{"ttft_ms":498,"total_time_ms":601,"input_tokens":201,"output_tokens":88,"cache_read_tokens":17792,"cache_creation_tokens":null,"tpot_ms":1.1704545454545454,"tokens_per_sec":854.3689320388349}},{"message_id":"d89d7c03-239c-4f08-92dc-08cb4e047f84","node_id":34,"role":"tool","content":"Found 33 file(s) with matches for pattern 'cloud|remote|terminal|CLI|command' in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs:\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/subagents.mdx (1 matches at lines: 48)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx (44 matches at lines: 2, 3, 4, 15, 48, 52, 54, 62, 68, 84, 89, 92, 129, 135, 145, 149, 151, 161, 167, 185, 209, 211, 240, 245, 254, 256, 260, 270, 278, 289, 294, 302, 309, 315, 317, 319, 328, 330, 332, 333, 343, 364, 369, 381)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/permissions.mdx (19 matches at lines: 13, 19, 22, 24, 28, 31, 36, 39, 40, 41, 47, 71, 122, 156, 157, 167, 172, 200, 379)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/terminal-compatibility.mdx (24 matches at lines: 2, 3, 7, 13, 17, 19, 21, 22, 25, 29, 31, 33, 35, 36, 42, 47, 49, 51, 59, 67, 79, 80, 82, 85)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/handoff.mdx (11 matches at lines: 2, 3, 7, 13, 16, 21, 27, 31, 33, 38, 45)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/troubleshooting.mdx (39 matches at lines: 10, 15, 20, 24, 31, 32, 34, 37, 38, 53, 63, 64, 66, 68, 73, 76, 88, 93, 99, 105, 119, 140, 142, 146, 149, 155, 160, 162, 163, 164, 172, 175, 178, 183, 195, 214, 226, 239, 262)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/acp/jetbrains.mdx (21 matches at lines: 4, 6, 9, 10, 12, 23, 24, 34, 35, 36, 43, 46, 50, 54, 58, 67, 95, 96, 97, 98, 101)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/keyboard-shortcuts.mdx (6 matches at lines: 3, 23, 24, 28, 31, 42)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/index.mdx (31 matches at lines: 3, 8, 12, 16, 19, 25, 31, 32, 37, 41, 44, 47, 49, 54, 57, 59, 64, 71, 78, 81, 82, 85, 89, 93, 94, 100, 102, 104, 106, 109, 112)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/configuration/read-config-from.mdx (7 matches at lines: 3, 7, 13, 37, 50, 60, 139)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/configuration/config-file.mdx (23 matches at lines: 3, 7, 39, 69, 71, 141, 142, 143, 147, 161, 167, 171, 190, 200, 236, 249, 254, 271, 278, 320, 323, 326, 365)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/enterprise/team-settings.mdx (23 matches at lines: 3, 9, 12, 15, 22, 27, 31, 33, 34, 37, 41, 48, 61, 63, 65, 89, 94, 97, 101, 103, 105, 107, 115)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/sandbox.mdx (26 matches at lines: 3, 7, 15, 18, 21, 32, 69, 71, 75, 76, 77, 93, 97, 98, 103, 110, 115, 137, 139, 141, 142, 146, 157, 161, 162, 163)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/configuration/global-vs-local.mdx (4 matches at lines: 7, 66, 86, 153)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/essential-commands.mdx (35 matches at lines: 2, 4, 7, 9, 19, 31, 34, 36, 42, 58, 69, 87, 92, 102, 103, 104, 120, 122, 123, 125, 142, 144, 148, 150, 160, 171, 177, 189, 197, 203, 209, 215, 219, 226, 234)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/enterprise/controls.mdx (6 matches at lines: 3, 8, 10, 16, 17, 18)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/enterprise/windsurf-auth.mdx (9 matches at lines: 3, 12, 17, 30, 35, 37, 39, 55, 57)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/skills/overview.mdx (8 matches at lines: 7, 22, 39, 43, 116, 139, 150, 153)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/changelog/next.mdx (2 matches at lines: 7, 20)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/enterprise/devin-auth.mdx (11 matches at lines: 3, 11, 16, 26, 27, 43, 48, 49, 50, 64, 66)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/models.mdx (5 matches at lines: 7, 12, 39, 45, 88)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/acp/zed.mdx (16 matches at lines: 4, 6, 10, 11, 24, 26, 30, 32, 37, 39, 46, 54, 55, 56, 57, 60)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/rules.mdx (9 matches at lines: 7, 31, 69, 100, 120, 124, 147, 166, 171)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/shell-integration.mdx (12 matches at lines: 3, 4, 8, 13, 15, 23, 29, 65, 93, 99, 105, 123)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/hooks/overview.mdx (23 matches at lines: 9, 17, 43, 44, 52, 70, 76, 85, 86, 98, 99, 103, 105, 114, 121, 125, 132, 166, 192, 199, 210, 213, 214)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/mcp/overview.mdx (12 matches at lines: 3, 7, 17, 20, 41, 74, 80, 82, 88, 101, 108, 112)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/index.mdx (15 matches at lines: 3, 7, 10, 13, 14, 16, 19, 22, 25, 26, 40, 42, 76, 83, 85)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/skills/creating-skills.mdx (7 matches at lines: 75, 76, 78, 79, 100, 140, 203)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/plugins/overview.mdx (5 matches at lines: 11, 14, 29, 179, 180)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/changelog/stable.mdx (144 matches)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/configuration.mdx (15 matches at lines: 3, 7, 19, 47, 76, 80, 84, 88, 111, 114, 126, 147, 155, 163, 167)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/hooks/lifecycle-hooks.mdx (25 matches at lines: 20, 22, 31, 32, 51, 52, 75, 84, 85, 106, 115, 116, 145, 146, 154, 186, 187, 220, 221, 250, 251, 260, 295, 303, 332)\n/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/mcp/configuration.mdx (39 matches at lines: 9, 14, 15, 24, 26, 35, 58, 75, 90, 107, 109, 113, 114, 118, 123, 125, 126, 137, 186, 194, 210, 241, 243, 245, 253, 254, 260, 262, 265, 266, 270, 274, 301, 361, 368, 369, 376, 386, 402)\n","created_at":"2026-07-12T06:48:31.827099Z","finish_reason":null,"metrics":null},{"message_id":"64cb23ba-8d9b-4ecb-b97c-3e23a050545d","node_id":36,"role":"assistant","content":"","tool_calls":[{"id":"functions.grep:3","name":"grep","arguments":{"pattern":"cloud","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs","output_mode":"content","max_results":50,"case_insensitive":true}}],"thinking":"Need to search for more specific terms. \"cloud Devins\" is ambiguous. It could mean:\n1. Running Devin CLI in the cloud / on remote machines\n2. Running Devin sessions via the web/cloud\n3. Some \"cloud Devin\" product/feature\n\nLet me search specifically for \"cloud\" in the docs.","created_at":"2026-07-12T06:48:32.656808Z","finish_reason":"tool_calls","metrics":{"ttft_ms":591,"total_time_ms":828,"input_tokens":2941,"output_tokens":133,"cache_read_tokens":17920,"cache_creation_tokens":null,"tpot_ms":1.781954887218045,"tokens_per_sec":561.1814345991561}},{"message_id":"de750ca3-285d-4b74-8f45-a922d3f9a6d9","node_id":37,"role":"tool","content":"Found 29 match(es) for pattern 'cloud' in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs:\n-- 3 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx\n328|### Cloud Sessions (insiders only)\n332|| `/cloud-sessions [--all]` | Open an interactive picker of your recent cloud Devin sessions. Use arrow keys to navigate, type to filter, Enter to attach, Esc to cancel. Pass `--all` for org-wide sessions. |\n333|| `/cloud-attach ` | Attach to a cloud Devin session with full TUI rendering and bidirectional input. |\n-- 8 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/handoff.mdx\n 2|title: \"Hand off to cloud Devins\"\n 3|description: \"Hand off a task from the Devin CLI to a cloud Devin session with /handoff.\"\n 7|When a task outgrows your local machine — or you want Devin to keep working while you step away — use the built-in `/handoff` command to transfer the current session to a cloud [Devin session](/get-started/first-run). The cloud session gets its own VM with a shell, browser, and full repo access, so it can keep going after you close your laptop.\n13|The Devin CLI packages up the conversation context and your current git branch, then creates a cloud session that picks up where you left off. Track its progress from your terminal or in the [Devin web app](https://app.devin.ai).\n16| Run `/handoff` without a task description and the cloud session continues from where you left off automatically.\n27|- **Parallel execution** — offload work to the cloud while you keep coding locally\n31|The cloud session starts in a fresh VM, so the CLI includes everything it needs to pick up the thread:\n33|- **Repo and branch** — so the cloud session clones the right repo and checks out the branch you're on.\n-- 1 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/acp/zed.mdx\n37| In the new Devin thread, open the agent menu in the top right corner and select \"Authenticate\" (or \"Reauthenticate\"). Then on the bottom of the thread panel, click on \"API Key\". A browser window will open, where you can log into your Devin Cloud account and authenticate. If you don't have an account you can sign up for free!\n-- 2 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/extensibility/plugins/overview.mdx\n179|1. **Enterprise-level** configuration (cloud)\n180|2. **Org-level** configuration (cloud)\n-- 2 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/index.mdx\n 3|description: \"Get up and running in 2 minutes with Devin CLI, a local command-line coding agent with deep Devin Cloud integration.\"\n106|**Devin** is our cloud-based AI software engineer that runs in a virtual machine. It includes features like Playbooks, Secrets, Knowledge, and other capabilities that are not available in Devin CLI.\n-- 12 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/changelog/stable.mdx\n 81|- New `/cloud-attach ` command to attach to an existing cloud Devin session with full TUI rendering (tool calls, messages, plans, file edits). The existing `/handoff` behavior is unchanged.\n 82|- New `/cloud-sessions [--all]` command to list recent cloud Devin sessions and their attachable session IDs.\n101|- Renamed the product from \"Devin for Terminal\" to \"Devin CLI\" in user-facing UI, the REPL welcome and startup banner, slash command descriptions (`/bug`), bug report output, cloud handoff messages, version self-manage messages, tips, and public documentation. The binary name, config paths, and install URLs are unchanged.\n122|- `/handoff` now includes untracked files in the git diff sent to cloud Devin, not just tracked changes\n218|- `devin cloud drs` subcommands for managing environment blueprints, sandbox sessions, and builds directly from the CLI.\n230|- Option to hand off a plan to a cloud Devin session when exiting plan mode, available for users signed in with a Devin account.\n243|- Declarative Repo Setup (DRS) is now a builtin agent skill instead of a `/drs` slash command. The agent automatically invokes it when you ask about environment setup. The `devin cloud drs` subcommands continue to work as before.\n246|- Cloud handoffs now send gathered terminal context in an expandable section.\n296|### `/handoff` to cloud Devin\n307|- Added keyboard selection in the cloud agents tray: use the arrow keys to pick a cloud agent and press Enter to open its session in the default browser. The session URL is still shown below each entry as a fallback when a browser can't be launched.\n341|- Updated the tray panel to always show both Cloud agents and Subagents tabs, with an empty-state hint describing the other feature when a list has no entries.\n342|- Subagents and cloud agents tray panels now sort in reverse chronological order so the most recently launched agent appears at the top.\n-- 1 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/essential-commands.mdx\n125|Pick Bypass when you trust the agent with your whole machine. Pick `--sandbox` (which selects Autonomous) when you want unattended execution with OS-enforced limits on what files and domains the agent can touch. If you like the feel of bypass but want the agent to have its own computer, try cloud Devin!","created_at":"2026-07-12T06:48:32.672345Z","finish_reason":null,"metrics":null},{"message_id":"ea7ab00e-41b2-4531-b7f4-77f058770da5","node_id":39,"role":"assistant","content":"","tool_calls":[{"id":"functions.read:4","name":"read","arguments":{"file_path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/handoff.mdx"}},{"id":"functions.read:5","name":"read","arguments":{"file_path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx","offset":315,"limit":50}},{"id":"functions.read:6","name":"read","arguments":{"file_path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/essential-commands.mdx","offset":110,"limit":40}}],"thinking":"There is direct documentation about cloud Devin sessions and running them through the terminal. Let me read the relevant files: handoff.mdx, commands.mdx around the cloud sessions section, and essential-commands.mdx around that mention. Also the changelog has info about `devin cloud drs` subcommands. Let me read these files.","created_at":"2026-07-12T06:48:33.708470Z","finish_reason":"tool_calls","metrics":{"ttft_ms":741,"total_time_ms":1035,"input_tokens":1563,"output_tokens":216,"cache_read_tokens":20736,"cache_creation_tokens":null,"tpot_ms":1.3611111111111112,"tokens_per_sec":734.6938775510205}},{"message_id":"046628d7-1bdd-4e28-b438-d4307c35c9f0","node_id":40,"role":"tool","content":"\n 1|---\n 2|title: \"Hand off to cloud Devins\"\n 3|description: \"Hand off a task from the Devin CLI to a cloud Devin session with /handoff.\"\n 4|icon: \"share-from-square\"\n 5|---\n 6|\n 7|When a task outgrows your local machine — or you want Devin to keep working while you step away — use the built-in `/handoff` command to transfer the current session to a cloud [Devin session](/get-started/first-run). The cloud session gets its own VM with a shell, browser, and full repo access, so it can keep going after you close your laptop.\n 8|\n 9|```\n 10|/handoff fix the flaky integration tests in CI\n 11|```\n 12|\n 13|The Devin CLI packages up the conversation context and your current git branch, then creates a cloud session that picks up where you left off. Track its progress from your terminal or in the [Devin web app](https://app.devin.ai).\n 14|\n 15|\n 16| Run `/handoff` without a task description and the cloud session continues from where you left off automatically.\n 17|\n 18|\n 19|## When to hand off\n 20|\n 21|Hand a task off when it needs more than your local terminal, or when you want it to run in the background:\n 22|\n 23|- **VM or server** — running a dev server, hitting endpoints, Docker builds\n 24|- **Browser** — screenshots, OAuth flows, end-to-end tests, scraping\n 25|- **CI/CD** — pipeline debugging, deployments, infrastructure changes\n 26|- **Long-running work** — migrations, batch jobs, large refactors\n 27|- **Parallel execution** — offload work to the cloud while you keep coding locally\n 28|\n 29|## What carries over\n 30|\n 31|The cloud session starts in a fresh VM, so the CLI includes everything it needs to pick up the thread:\n 32|\n 33|- **Repo and branch** — so the cloud session clones the right repo and checks out the branch you're on.\n 34|- **Conversation context** — what you and Devin have been working on in the current session.\n 35|- **Uncommitted changes** — your work-in-progress diff carries over. Commit or stash anything you don't want sent.\n 36|\n 37|\n 38| Not using the Devin CLI? You can hand off from Claude Code, Codex, Cursor, or any coding agent — and from plain shell scripts — with the open-source [Devin Handoff](https://github.com/club-cog/devin-handoff) plugin. See [Hand off to Devin](/work-with-devin/devin-handoff) for setup and usage across every agent.\n 39|\n 40|\n 41|## Related resources\n 42|\n 43|\n 44| \n 45| Hand off from any coding agent, not just the Devin CLI\n 46| \n 47| \n 48| Source, install guides, and the full script reference\n 49| \n 50|\n","created_at":"2026-07-12T06:48:33.746924Z","finish_reason":null,"metrics":null},{"message_id":"4abda2ab-b582-44b2-abe3-20d54eff28de","node_id":41,"role":"tool","content":"\n315|| Command | Description |\n316|| --- | --- |\n317|| `/help` | Show available slash commands |\n318|| `/shortcuts` | Browse keyboard shortcuts in an interactive, searchable list grouped by category |\n319|| `/bug [description]` | Report a bug to the Devin CLI developers |\n320|| `/update [--force]` | Check for and install updates. Pass `--force` to re-install even when already on the latest version. |\n321|| `/upgrade` | Upgrade your subscription plan |\n322|| `/login` | Authenticate with your account |\n323|| `/logout` | Clear stored credentials and exit |\n324|| `/context` | Show context window usage |\n325|| `/usage` | Show estimated credit/ACU usage for the session, including usage from previous openings of a resumed session |\n326|| `/compact` | Force conversation compaction |\n327|\n328|### Cloud Sessions (insiders only)\n329|\n330|| Command | Description |\n331|| --- | --- |\n332|| `/cloud-sessions [--all]` | Open an interactive picker of your recent cloud Devin sessions. Use arrow keys to navigate, type to filter, Enter to attach, Esc to cancel. Pass `--all` for org-wide sessions. |\n333|| `/cloud-attach ` | Attach to a cloud Devin session with full TUI rendering and bidirectional input. |\n334|\n335|---\n336|\n337|## Modes\n338|\n339|Modes control the agent's autonomy level by combining a permission mode with an agent profile.\n340|\n341|\n342| \n343| Full autonomy for complex coding tasks. The agent can read, write, and execute commands with normal permission checks.\n344|\n345| - **Permission mode:** Normal\n346| - **Profile:** Normal\n347| - **Use for:** Multi-file refactoring, feature implementation, bug fixes\n348| \n349| \n350| Planning only — the agent proposes changes without making them. Read-only tool access ensures no code is modified.\n351|\n352| - **Permission mode:** Normal\n353| - **Profile:** Plan (read-only tools)\n354| - **Use for:** Architecture design, understanding codebases, planning before implementation\n355| \n356| \n357| All permission prompts are auto-approved. The agent executes freely without asking for confirmation.\n358|\n359| - **Permission mode:** Dangerous\n360| - **Profile:** Normal\n361| - **Use for:** Trusted tasks where interruptions slow you down\n362|\n363| \n364| Use Bypass mode only for tasks you fully trust. All tool calls (including destructive commands) are auto-approved.\n","created_at":"2026-07-12T06:48:33.746928Z","finish_reason":null,"metrics":null},{"message_id":"594ed9ef-1122-4639-907a-2e3f34973a46","node_id":42,"role":"tool","content":"\n110| \n111|\n112|\n113|### Bypass vs Autonomous\n114|\n115|Bypass and Autonomous both reduce approval prompts, but they rely on different safety mechanisms:\n116|\n117|| | Bypass | Autonomous |\n118|| --- | --- | --- |\n119|| Requires `--sandbox` | No | Yes (only available in sandbox sessions) |\n120|| Shell commands | Auto-approved, unrestricted | Auto-approved, contained by the sandbox |\n121|| File writes via `edit`/`write` tools | Auto-approved anywhere | Still prompt (granting a scope expands the sandbox) |\n122|| Network access | Unrestricted | Filtered by the sandbox's [domain allow/deny lists](/cli/reference/configuration/config-file#sandbox) |\n123|| Respects admin [Team Settings](/cli/enterprise/team-settings) | Yes | Yes |\n124|\n125|Pick Bypass when you trust the agent with your whole machine. Pick `--sandbox` (which selects Autonomous) when you want unattended execution with OS-enforced limits on what files and domains the agent can touch. If you like the feel of bypass but want the agent to have its own computer, try cloud Devin!\n126|\n127|## Session History\n128|\n129|Your conversation history is saved so you can resume a session later.\n130|\n131|```bash\n132|devin -c # Continue the most recent session in the current directory\n133|devin --continue\n134|\n135|devin -r # Pick from recent sessions\n136|devin --resume\n137|devin -r brisk-otter # Resume a specific session by ID\n138|```\n139|\n140|---\n141|\n142|## Slash Commands\n143|\n144|You can use these commands while in an active session.\n145|\n146|### Navigation & Control\n147|\n148|| Command | Description |\n149|| --- | --- |\n","created_at":"2026-07-12T06:48:33.746930Z","finish_reason":null,"metrics":null},{"message_id":"c7574259-db46-44c7-b1b1-806292f08576","node_id":44,"role":"assistant","content":"","tool_calls":[{"id":"functions.grep:7","name":"grep","arguments":{"pattern":"devin cloud","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs","output_mode":"content","max_results":30,"case_insensitive":true}}],"thinking":"I have enough information to answer the user's question. The key points:\n1. Yes, Devin CLI supports cloud Devin sessions via `/handoff` command\n2. There are also `/cloud-sessions` and `/cloud-attach` commands (insiders only) to list and attach to cloud Devin sessions\n3. Cloud Devin runs in its own VM with shell, browser, full repo access\n4. Can track progress from terminal or Devin web app\n\nI should provide a concise, direct answer with citations. Also maybe check if there's a `devin cloud` CLI subcommand (DRS mentioned in changelog). Let me verify the `devin cloud` commands briefly to be thorough.","created_at":"2026-07-12T06:48:34.849759Z","finish_reason":"tool_calls","metrics":{"ttft_ms":759,"total_time_ms":1101,"input_tokens":2179,"output_tokens":211,"cache_read_tokens":22272,"cache_creation_tokens":null,"tpot_ms":1.6208530805687205,"tokens_per_sec":616.9590643274854}},{"message_id":"3d0d572b-9b95-4714-99c1-6be0fafc8f8b","node_id":45,"role":"tool","content":"Found 4 match(es) for pattern 'devin cloud' in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs:\n-- 1 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/acp/zed.mdx\n37| In the new Devin thread, open the agent menu in the top right corner and select \"Authenticate\" (or \"Reauthenticate\"). Then on the bottom of the thread panel, click on \"API Key\". A browser window will open, where you can log into your Devin Cloud account and authenticate. If you don't have an account you can sign up for free!\n-- 1 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/index.mdx\n3|description: \"Get up and running in 2 minutes with Devin CLI, a local command-line coding agent with deep Devin Cloud integration.\"\n-- 2 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/changelog/stable.mdx\n218|- `devin cloud drs` subcommands for managing environment blueprints, sandbox sessions, and builds directly from the CLI.\n243|- Declarative Repo Setup (DRS) is now a builtin agent skill instead of a `/drs` slash command. The agent automatically invokes it when you ask about environment setup. The `devin cloud drs` subcommands continue to work as before.","created_at":"2026-07-12T06:48:34.864634Z","finish_reason":null,"metrics":null},{"message_id":"1fcdac96-b32a-4853-85f3-59dbae2d8118","node_id":47,"role":"assistant","content":"Yes. Devin CLI has built-in support for cloud Devin sessions directly from the terminal.\n\n**Key commands:**\n\n- **`/handoff [task]`** — transfer your current local session to a cloud Devin VM with its own shell, browser, and repo access. It carries over conversation context, repo/branch, and uncommitted changes. \n- **`/cloud-sessions [--all]`** — list recent cloud Devin sessions in an interactive picker (insiders only). \n- **`/cloud-attach `** — attach to an existing cloud Devin session from your terminal with full TUI rendering and bidirectional input. \n- **`devin cloud drs`** — manage environment blueprints, sandbox sessions, and builds from the CLI. \n\nYou can track the cloud session's progress either in the terminal or in the [Devin web app](https://app.devin.ai). The main idea is to use `/handoff` when a task outgrows your local machine or you want Devin to keep working in the background.","tool_calls":[],"thinking":"Now I have enough to answer. Let me provide a clear answer about how to run cloud Devins through the terminal. I'll mention `/handoff`, `/cloud-sessions`, `/cloud-attach`, and `devin cloud drs` subcommands, with citations.","created_at":"2026-07-12T06:48:35.817190Z","finish_reason":"stop","metrics":{"ttft_ms":493,"total_time_ms":951,"input_tokens":559,"output_tokens":421,"cache_read_tokens":24448,"cache_creation_tokens":null,"tpot_ms":1.0878859857482186,"tokens_per_sec":919.2139737991266}},{"message_id":"27bfa9b7-8ab3-4661-abb4-c74fc3220a7f","node_id":48,"role":"user","content":"is there a cli directly for devin cloud machines? like directly devin x y z","created_at":"2026-07-12T06:49:17.243232Z","finish_reason":null,"metrics":null},{"message_id":"697e5ebe-d088-4c89-8cbf-44247bf033a3","node_id":50,"role":"assistant","content":"","tool_calls":[{"id":"functions.grep:8","name":"grep","arguments":{"pattern":"devin cloud","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs","output_mode":"content","max_results":50,"case_insensitive":true}},{"id":"functions.grep:9","name":"grep","arguments":{"pattern":"cloud","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx","output_mode":"content","max_results":30,"case_insensitive":true}}],"thinking":"The user is asking if there is a CLI specifically for Devin Cloud machines where you can run `devin x y z` directly to spin up cloud machines/VMs. I need to check the CLI documentation for any `devin cloud` subcommands or similar. We saw `devin cloud drs` in the changelog, but is there broader `devin cloud` support? Let me look at the commands reference and other relevant docs.","created_at":"2026-07-12T06:49:18.026509Z","finish_reason":"tool_calls","metrics":{"ttft_ms":535,"total_time_ms":782,"input_tokens":494,"output_tokens":223,"cache_read_tokens":24960,"cache_creation_tokens":null,"tpot_ms":1.1076233183856503,"tokens_per_sec":902.8340080971659}},{"message_id":"e49419ff-b90d-4caf-ac46-f42db7f9fd77","node_id":51,"role":"tool","content":"Found 4 match(es) for pattern 'devin cloud' in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs:\n-- 1 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/acp/zed.mdx\n37| In the new Devin thread, open the agent menu in the top right corner and select \"Authenticate\" (or \"Reauthenticate\"). Then on the bottom of the thread panel, click on \"API Key\". A browser window will open, where you can log into your Devin Cloud account and authenticate. If you don't have an account you can sign up for free!\n-- 1 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/index.mdx\n3|description: \"Get up and running in 2 minutes with Devin CLI, a local command-line coding agent with deep Devin Cloud integration.\"\n-- 2 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/changelog/stable.mdx\n218|- `devin cloud drs` subcommands for managing environment blueprints, sandbox sessions, and builds directly from the CLI.\n243|- Declarative Repo Setup (DRS) is now a builtin agent skill instead of a `/drs` slash command. The agent automatically invokes it when you ask about environment setup. The `devin cloud drs` subcommands continue to work as before.","created_at":"2026-07-12T06:49:18.053445Z","finish_reason":null,"metrics":null},{"message_id":"78db7054-575b-40a2-a59a-be0d52b28e07","node_id":52,"role":"tool","content":"Found 3 match(es) for pattern 'cloud' in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx:\n-- 3 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx\n328|### Cloud Sessions (insiders only)\n332|| `/cloud-sessions [--all]` | Open an interactive picker of your recent cloud Devin sessions. Use arrow keys to navigate, type to filter, Enter to attach, Esc to cancel. Pass `--all` for org-wide sessions. |\n333|| `/cloud-attach ` | Attach to a cloud Devin session with full TUI rendering and bidirectional input. |","created_at":"2026-07-12T06:49:18.053448Z","finish_reason":null,"metrics":null},{"message_id":"82d5bc05-83b9-411c-aca5-fa12050a849d","node_id":54,"role":"assistant","content":"","tool_calls":[{"id":"functions.read:10","name":"read","arguments":{"file_path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx","offset":1,"limit":120}}],"thinking":"The docs only show `devin cloud drs` and slash commands like `/handoff`, `/cloud-sessions`, `/cloud-attach`. There doesn't appear to be a full `devin cloud ` style CLI. Let me check the CLI commands reference more thoroughly to see all available `devin` subcommands.","created_at":"2026-07-12T06:49:19.045691Z","finish_reason":"tool_calls","metrics":{"ttft_ms":729,"total_time_ms":991,"input_tokens":853,"output_tokens":124,"cache_read_tokens":25344,"cache_creation_tokens":null,"tpot_ms":2.1129032258064515,"tokens_per_sec":473.2824427480916}},{"message_id":"0dce4a10-b325-4ae5-8874-7aaf12444697","node_id":55,"role":"tool","content":"\n 1|---\n 2|title: \"Commands & Flags\"\n 3|description: \"Complete reference for command arguments, subcommands, and interactive slash commands\"\n 4|icon: \"terminal\"\n 5|---\n 6|\n 7|## Usage\n 8|\n 9|```bash\n 10|devin [OPTIONS] [prompt]\n 11|```\n 12|\n 13|Pass an optional prompt to start a session with an initial message, or launch interactively with no arguments.\n 14|\n 15|You can also read these from your terminal with `man devin`.\n 16|\n 17|---\n 18|\n 19|## Global Flags\n 20|\n 21|| Flag | Short | Description |\n 22|| --- | --- | --- |\n 23|| `--model ` | | Set the AI model for this session |\n 24|| `--permission-mode ` | | Permission mode (`normal`, `dangerous`, `bypass`) |\n 25|| `--continue` | `-c` | Resume the most recent session in the current directory |\n 26|| `--resume ` | `-r` | Resume a specific session by ID |\n 27|| `--print [PROMPT]` | `-p` | Print response and exit (non-interactive mode). Optionally accepts an inline prompt. |\n 28|| `--prompt-file ` | | Load the initial prompt from a file |\n 29|| `--config ` | | Configuration file path |\n 30|| `--export [PATH]` | | Export conversation to a file after each turn (ATIF format). Uses a default path if none is provided. |\n 31|| `--respect-workspace-trust` | | Whether to respect workspace trust settings |\n 32|\n 33|**Examples:**\n 34|\n 35|```bash\n 36|devin -- add a login page\n 37|devin --model opus -- refactor the auth module\n 38|devin -c # Resume last session\n 39|devin -r abc12345 # Resume specific session\n 40|devin -p \"list all TODO comments\" # Print response and exit\n 41|devin -p -- list all TODO comments # Same, using -- separator (still works)\n 42|devin --export -- fix the tests # Export conversation to default path\n 43|devin --export out.json -- fix tests # Export to a specific file\n 44|```\n 45|\n 46|---\n 47|\n 48|## Subcommands\n 49|\n 50|### devin auth\n 51|\n 52|Authentication related commands.\n 53|\n 54|| Command | Description |\n 55|| --- | --- |\n 56|| `devin auth login` | Log in to your account |\n 57|| `devin auth logout` | Log out and remove stored credentials |\n 58|| `devin auth status` | Check authentication status |\n 59|\n 60|**Options for `devin auth login`:**\n 61|\n 62|- `--force-manual-token-flow` — Skip browser-based auth and manually paste a token (useful for remote/SSH sessions)\n 63|\n 64|### devin mcp\n 65|\n 66|Connect and log in to Model Context Protocol servers.\n 67|\n 68|| Command | Description |\n 69|| --- | --- |\n 70|| `devin mcp add ` | Add a new MCP server |\n 71|| `devin mcp list` | List all configured MCP servers |\n 72|| `devin mcp get ` | Show details for a specific MCP server |\n 73|| `devin mcp remove ` | Remove a configured MCP server |\n 74|| `devin mcp login ` | Authenticate with an MCP server via OAuth |\n 75|| `devin mcp logout ` | Remove stored OAuth credentials for an MCP server |\n 76|| `devin mcp enable ` | Enable a disabled MCP server |\n 77|| `devin mcp disable ` | Disable an MCP server without removing it |\n 78|\n 79|**Options for `devin mcp add`:**\n 80|\n 81|- `-t, --transport ` — Transport type (optional; inferred from URL → http, trailing args → stdio)\n 82|- `-s, --scope ` — Configuration scope (default: `local`)\n 83|- `--url ` — URL for HTTP transport (can also be passed as a positional argument after the name)\n 84|- `--command ` — Command for stdio transport (optional when trailing args are provided)\n 85|- `-e, --env ` — Environment variables (repeatable)\n 86|- `-H, --header ` — HTTP headers (repeatable)\n 87|- `--scopes ` — OAuth scopes to request (comma-separated)\n 88|- `` — Positional URL argument for HTTP (alternative to `--url`)\n 89|- `-- [ARGS...]` — Command and arguments for stdio (first arg is the command when `--command` is omitted)\n 90|\n 91|\n 92| HTTP servers try Streamable HTTP first and fall back to legacy SSE on 4xx errors (per the [MCP spec](https://spec.modelcontextprotocol.io/specification/2025-03-26/basic/transports/#backwards-compatibility)). You can also set `\"transport\": \"sse\"` explicitly. See [MCP Configuration → Troubleshooting](/cli/extensibility/mcp/configuration#troubleshooting).\n 93|\n 94|\n 95|**Examples:**\n 96|\n 97|```bash\n 98|# stdio server\n 99|devin mcp add my-server -- npx @company/mcp-server --port 3000\n100|\n101|# HTTP server (positional URL)\n102|devin mcp add notion https://mcp.notion.com/mcp\n103|devin mcp add --transport http datadog-mcp https://mcp.datadoghq.com/api/unstable/mcp-server/mcp\n104|\n105|# HTTP server (--url flag, also works)\n106|devin mcp add notion --url https://mcp.notion.com/mcp\n107|\n108|# With environment variables and scope\n109|devin mcp add -e GITHUB_TOKEN=ghp_xxx github -- npx -y @modelcontextprotocol/server-github\n110|devin mcp add -s project sentry https://mcp.sentry.dev/mcp\n111|```\n112|\n113|**Options for `devin mcp remove`:**\n114|\n115|- `-s, --scope ` — Configuration scope (default: `local`)\n116|\n117|**Options for `devin mcp login`:**\n118|\n119|- `--scopes ` — OAuth scopes to request (comma-separated)\n","created_at":"2026-07-12T06:49:19.057250Z","finish_reason":null,"metrics":null},{"message_id":"f87a9c97-6f6e-4c2b-9aeb-3315ad7d7b7a","node_id":57,"role":"assistant","content":"","tool_calls":[{"id":"functions.read:11","name":"read","arguments":{"file_path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/reference/commands.mdx","offset":120,"limit":200}}],"thinking":"Continue reading to see all subcommands.","created_at":"2026-07-12T06:49:19.703650Z","finish_reason":"tool_calls","metrics":{"ttft_ms":559,"total_time_ms":645,"input_tokens":1784,"output_tokens":63,"cache_read_tokens":26112,"cache_creation_tokens":null,"tpot_ms":1.3650793650793651,"tokens_per_sec":732.5581395348837}},{"message_id":"43eba44a-a2eb-427d-8343-f7fdec691408","node_id":58,"role":"tool","content":"\n120|\n121|**Options for `devin mcp enable`:**\n122|\n123|- `-s, --scope ` — Configuration scope (default: `local`)\n124|\n125|**Options for `devin mcp disable`:**\n126|\n127|- `-s, --scope ` — Configuration scope (default: `local`)\n128|\n129|See [MCP Configuration](/cli/extensibility/mcp/configuration) for details.\n130|\n131|### devin rules\n132|\n133|Manage agent rules (always-on context blobs).\n134|\n135|| Command | Description |\n136|| --- | --- |\n137|| `devin rules list` | List all available rules |\n138|| `devin rules show ` | Show details for a specific rule |\n139|| `devin rules paths` | Show rule directory locations |\n140|\n141|**Options for `devin rules list`:**\n142|\n143|- `--provider ` — Filter by rule provider\n144|\n145|See [Rules](/cli/extensibility/rules) for details.\n146|\n147|### devin skills\n148|\n149|Manage agent skills (slash commands and agent-triggered context blobs).\n150|\n151|| Command | Description |\n152|| --- | --- |\n153|| `devin skills list` | List all available skills |\n154|| `devin skills show ` | Show details for a specific skill |\n155|| `devin skills paths` | Show skill directory locations |\n156|\n157|**Options for `devin skills list`:**\n158|\n159|- `--trigger ` — Filter by trigger type\n160|\n161|See [Skills](/cli/extensibility/skills/overview) for details.\n162|\n163|### devin list\n164|\n165|List sessions in the current directory. Alias: `devin ls`\n166|\n167|| Command | Description |\n168|| --- | --- |\n169|| `devin list` | Interactive session picker (default) |\n170|| `devin list --format json` | Output sessions as JSON |\n171|| `devin list --format csv` | Output sessions as CSV |\n172|\n173|### devin version\n174|\n175|Print the current version and exit.\n176|\n177|```bash\n178|devin version\n179|```\n180|\n181|This is equivalent to `devin --version`.\n182|\n183|### devin acp\n184|\n185|Run Devin as an [Agent Client Protocol (ACP)](https://agentclientprotocol.com/) server over stdio. This subcommand is intended to be invoked by an ACP-aware editor or IDE (such as Windsurf or Zed) as a subprocess — it speaks JSON-RPC over stdin/stdout and is not meant to be run interactively.\n186|\n187|```bash\n188|devin acp\n189|```\n190|\n191|The ACP server reads credentials from `WINDSURF_API_KEY` if set, otherwise from the credentials stored by `devin auth login`. It can also accept credentials at runtime via the ACP `authenticate` request.\n192|\n193|### devin update\n194|\n195|Check for updates and optionally install them.\n196|\n197|```bash\n198|devin update\n199|```\n200|\n201|Use `--force` to re-install even if already on the latest version:\n202|\n203|```bash\n204|devin update --force\n205|```\n206|\n207|### devin shell\n208|\n209|[Feature Preview] Shell integration commands. See [Shell Integration](/cli/shell-integration) for full details.\n210|\n211|| Command | Description |\n212|| --- | --- |\n213|| `devin shell setup` | Install shell integration into your shell config file |\n214|| `devin shell setup ` | Install for a specific shell (`bash`, `zsh`, or `fish`) |\n215|\n216|### devin sandbox\n217|\n218|[Research Preview] Manage OS-level process sandboxing for the exec tool. Pass the global `--sandbox` flag to run a session with the sandbox enforced.\n219|\n220|#### devin sandbox setup\n221|\n222|Print the sandbox prerequisites for the current platform.\n223|\n224|Requirements to run with `--sandbox`:\n225|\n226|- **Linux**: requires bubblewrap (`bwrap`) and `socat`. A sandbox session fails to start with install instructions if either is missing — including in a fresh WSL distribution.\n227|- **macOS**: works out of the box via Seatbelt; no extra packages needed.\n228|- **Windows**: native Windows cannot run the sandbox. [Install WSL 2](https://learn.microsoft.com/windows/wsl/install) and run Devin inside your WSL distribution.\n229|\n230|```bash\n231|devin sandbox setup\n232|```\n233|\n234|### devin setup\n235|\n236|Interactive setup wizard for authentication and MCP configuration.\n237|\n238|```bash\n239|devin setup\n240|devin setup --force-manual-token-flow # For remote/SSH sessions\n241|```\n242|\n243|### devin uninstall\n244|\n245|Uninstall Devin CLI and optionally remove all data.\n246|\n247|| Option | Description |\n248|| --- | --- |\n249|| `--clean` | Remove all data including configuration, history, and custom data |\n250|| `--force` | Skip confirmation prompt |\n251|\n252|---\n253|\n254|## Slash Commands\n255|\n256|These commands are available inside an interactive session. Type them at the prompt.\n257|\n258|### Mode & Model\n259|\n260|| Command | Description |\n261|| --- | --- |\n262|| `/mode [normal\\|accept-edits\\|plan\\|bypass]` | Show or switch the current mode (`autonomous` is available in sandbox sessions) |\n263|| `/normal` | Switch to Normal mode (default) |\n264|| `/accept-edits` | Switch to Accept Edits mode (auto-approve file edits in workspace) |\n265|| `/plan` | Switch to Plan mode (read-only planning) |\n266|| `/ask ` | Ask a question without making code changes (oneshot) |\n267|| `/bypass` | Switch to Bypass mode (auto-approve all actions) |\n268|| `/model [name]` | Show or change the current model |\n269|| `/fast` | Switch to SWE-1.6 Fast |\n270|| `/theme [dark\\|light\\|terminal-dark\\|terminal-light\\|no-color]` | Switch between themes (dark, light, terminal dark, terminal light, no color) |\n271|\n272|\n273| `/bypass` has aliases `/yolo` and `/dangerous`. All three do the same thing.\n274|\n275|\n276|### Session Management\n277|\n278|| Command | Description |\n279|| --- | --- |\n280|| `/clear` | Clear conversation history and start a new session. Alias: `/new` |\n281|| `/continue [session-id]` | Resume a previous session |\n282|| `/fork [step]` | Fork the current session to a new session. Optionally fork from a specific step (see `/steps`). |\n283|| `/steps` | List conversation steps (use with `/fork` and `/revert`) |\n284|| `/revert ` | Revert file changes from a specific step onwards and rewind the conversation to before that step |\n285|| `/resume [session-id]` | Open the interactive session picker, or resume a specific session by ID |\n286|| `/ls [--all]` | List recent sessions (current directory only by default). Alias: `/list-sessions` |\n287|| `/rename-session ` | Rename the current session |\n288|| `/rm-session ` | Irreversibly delete a session and all its data |\n289|| `/export` | Show export info. Use the `--export` CLI flag to enable conversation export. |\n290|| `/exit` | Exit the application (alias: `/quit`). You can also type `exit` or `quit` without the `/` prefix. |\n291|\n292|### Workspace\n293|\n294|| Command | Description |\n295|| --- | --- |\n296|| `/workspace` | List workspace directories (alias: `/workspaces`) |\n297|| `/add-dir ` | Add an additional workspace directory |\n298|| `/undo-add-dir ` | Remove a workspace directory |\n299|\n300|### Automation\n301|\n302|| Command | Description |\n303|| --- | --- |\n304|| `/loop ` | Run a prompt then auto-review the diff in a loop |\n305|| `/btw ` | Ask a quick side question. Runs a sidechain using the current conversation context and prints the answer in a box, without adding the question to the main conversation. |\n306|\n307|### Extensibility\n308|\n309|| Command | Description |\n310|| --- | --- |\n311|| `/hooks` | List all loaded hooks with their IDs, event types, and source paths |\n312|\n313|### Utilities\n314|\n315|| Command | Description |\n316|| --- | --- |\n317|| `/help` | Show available slash commands |\n318|| `/shortcuts` | Browse keyboard shortcuts in an interactive, searchable list grouped by category |\n319|| `/bug [description]` | Report a bug to the Devin CLI developers |\n","created_at":"2026-07-12T06:49:19.716945Z","finish_reason":null,"metrics":null},{"message_id":"58eb22a9-f268-4ba6-a175-b3298f41e2d5","node_id":60,"role":"assistant","content":"","tool_calls":[{"id":"functions.find_file_by_name:12","name":"find_file_by_name","arguments":{"pattern":"**/*drs*","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs"}},{"id":"functions.grep:13","name":"grep","arguments":{"pattern":"cloud drs","path":"/Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs","output_mode":"content","max_results":30,"case_insensitive":true}}],"thinking":"So the official commands list shows:\n- `devin auth`, `devin mcp`, `devin rules`, `devin skills`, `devin list`, `devin version`, `devin acp`, `devin update`, `devin shell`, `devin sandbox`, `devin setup`, `devin uninstall`\n- No `devin cloud` general subcommand in the main commands reference except `devin cloud drs` mentioned in changelog\n\nLet me check the `devin cloud drs` subcommands in docs. The changelog mentioned it. Maybe there's a `devin cloud` section not in commands.mdx? Let me search for `drs` docs.","created_at":"2026-07-12T06:49:20.694149Z","finish_reason":"tool_calls","metrics":{"ttft_ms":683,"total_time_ms":976,"input_tokens":2219,"output_tokens":253,"cache_read_tokens":27776,"cache_creation_tokens":null,"tpot_ms":1.158102766798419,"tokens_per_sec":863.481228668942}},{"message_id":"25010448-9301-4bca-aef6-1232e262d2d1","node_id":61,"role":"tool","content":"No files found","created_at":"2026-07-12T06:49:20.722107Z","finish_reason":null,"metrics":null},{"message_id":"dbddca7a-586c-4f82-9456-bf1c3d8e270d","node_id":62,"role":"tool","content":"Found 2 match(es) for pattern 'cloud drs' in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs:\n-- 2 matches in /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs/changelog/stable.mdx\n218|- `devin cloud drs` subcommands for managing environment blueprints, sandbox sessions, and builds directly from the CLI.\n243|- Declarative Repo Setup (DRS) is now a builtin agent skill instead of a `/drs` slash command. The agent automatically invokes it when you ask about environment setup. The `devin cloud drs` subcommands continue to work as before.","created_at":"2026-07-12T06:49:20.722111Z","finish_reason":null,"metrics":null},{"message_id":"7c196d80-7904-4ff7-9ce1-e3903faad1f0","node_id":64,"role":"assistant","content":"","tool_calls":[{"id":"functions.exec:14","name":"exec","arguments":{"command":"devin --help","timeout":10000}}],"thinking":"Let me actually test if `devin cloud` exists in the installed CLI by running the help command.","created_at":"2026-07-12T06:49:21.625922Z","finish_reason":"tool_calls","metrics":{"ttft_ms":749,"total_time_ms":902,"input_tokens":484,"output_tokens":48,"cache_read_tokens":29952,"cache_creation_tokens":null,"tpot_ms":3.1875,"tokens_per_sec":313.72549019607845}},{"message_id":"03674da8-776e-473a-ae1f-b857f67aa889","node_id":65,"role":"tool","content":"Output from command in shell faab24:\nA fast and minimal agent that lives both in your terminal and in the cloud.\n\nUsage: devin [OPTIONS] [-- ...] [COMMAND]\n\nCommands:\n auth Authentication related commands\n mcp Connect and log in to Model Context Protocol servers\n rules Manage agent rules (always-on context blobs)\n skills Manage agent skills (slash commands and agent-triggered context blobs)\n plugins Manage plugins (install, list, info, update, remove)\n cloud Manage Devin Cloud resources (environment setup, sandbox sessions, builds)\n list List sessions in the current directory [aliases: ls]\n update Check for updates and optionally install them\n version Print the current version\n sandbox [Research Preview] Process sandboxing for the exec tool\n setup Interactive setup wizard\n uninstall Uninstall and remove data\n acp Run as an ACP (Agent Client Protocol) server over stdio\n shell [Feature preview] Integrate with your shell to instantly launch devin with relevant context\n help Print this message or the help of the given subcommand(s)\n\nArguments:\n [PROMPT]...\n Your prompt (use -- before the prompt)\n \n Starts an interactive session. Use -p/--print for non-interactive mode.\n\nOptions:\n --prompt-file \n Load the initial prompt from a file\n\n --config \n Configuration file path\n \n Override the default user config file (~/.config/devin/config.json).\n\n --permission-mode \n Permission mode\n \n Modes: \"auto\" auto-approves read-only tools, \"accept-edits\" also auto-approves workspace edits, \"smart\" additionally auto-runs actions a fast model judges safe, \"dangerous\" auto-approves all tools.\n \n [env: DEVIN_PERMISSION_MODE=]\n [default: auto]\n\n --sandbox\n [Research Preview] Sandbox exec-tool processes (macOS seatbelt / Linux bwrap+seccomp)\n \n When passed, the sandbox enforces the active Read/Write permission scopes at the OS level. Writable roots come from granted `Write(...)` scopes, readable roots come from granted `Read(...)` scopes.\n \n [env: DEVIN_SANDBOX=]\n\n --model \n Model to use (e.g. \"claude-sonnet-4\", \"claude-opus-4.6\", \"opus\", \"codex\")\n \n [env: DEVIN_MODEL=]\n\n -p, --print []\n Print response and exit\n \n Runs in non-interactive mode: processes the prompt and exits. Optionally accepts an inline prompt: -p \"fix the bug\"\n\n --export []\n Export conversation to a file\n \n Exports after each turn. Uses a default path if no path is provided.\n\n -c, --continue\n Continue the most recent conversation\n\n -r, --resume []\n Resume a conversation\n \n Provide a session ID to resume a specific session, or omit to select interactively.\n\n --respect-workspace-trust []\n Respect workspace trust settings\n \n Defaults to true for interactive mode, false for non-interactive (print) mode. Use --respect-workspace-trust to enable in non-interactive mode, or --respect-workspace-trust false to disable in interactive mode.\n \n [possible values: true, false]\n\n --agent-config \n Declarative agent configuration file (JSON or YAML)\n \n Path to a file defining system instructions, tool visibility, and permissions. Uses strict parsing — unknown fields are rejected to catch typos early.\n\n -h, --help\n Print help (see a summary with '-h')\n\n -V, --version\n Print version\n\n\nExit code: 0","created_at":"2026-07-12T06:49:21.652774Z","finish_reason":null,"metrics":null},{"message_id":"94cd6235-8b40-4220-8afd-f62b08d2c40c","node_id":67,"role":"assistant","content":"","tool_calls":[{"id":"functions.exec:15","name":"exec","arguments":{"command":"devin cloud --help","timeout":10000}}],"thinking":"There is indeed a `devin cloud` command! Let me run `devin cloud --help` to see its subcommands.","created_at":"2026-07-12T06:49:22.547606Z","finish_reason":"tool_calls","metrics":{"ttft_ms":801,"total_time_ms":893,"input_tokens":994,"output_tokens":55,"cache_read_tokens":30336,"cache_creation_tokens":null,"tpot_ms":1.6727272727272726,"tokens_per_sec":597.8260869565217}},{"message_id":"9f6dc00f-2fb2-455e-a6f4-6709be70a565","node_id":68,"role":"tool","content":"Output from command in shell 549b49:\nManage Devin Cloud resources (environment setup, sandbox sessions, builds)\n\nUsage: devin cloud \n\nCommands:\n drs Manage Declarative Repo Setup (environment blueprints, sandbox sessions, and builds)\n help Print this message or the help of the given subcommand(s)\n\nOptions:\n -h, --help Print help\n\n\nExit code: 0","created_at":"2026-07-12T06:49:22.567868Z","finish_reason":null,"metrics":null},{"message_id":"d1256f80-e650-40cd-897b-d0a9f64560d3","node_id":70,"role":"assistant","content":"","tool_calls":[{"id":"functions.exec:16","name":"exec","arguments":{"command":"devin cloud drs --help","timeout":10000}}],"thinking":"Interesting! So `devin cloud` exists and only has `drs` subcommand. Let me check `devin cloud drs --help` to see what it can do.","created_at":"2026-07-12T06:49:23.445843Z","finish_reason":"tool_calls","metrics":{"ttft_ms":779,"total_time_ms":876,"input_tokens":257,"output_tokens":67,"cache_read_tokens":31232,"cache_creation_tokens":null,"tpot_ms":1.4477611940298507,"tokens_per_sec":690.7216494845361}},{"message_id":"724260ae-cff4-4a28-9c25-5818d152a7f4","node_id":71,"role":"tool","content":"Output from command in shell 8cd59d:\nManage Declarative Repo Setup (environment blueprints, sandbox sessions, and builds)\n\nUsage: devin cloud drs \n\nCommands:\n whoami Print the current DRS configuration (org, API endpoint, auth status)\n sandbox-create Create a sandbox Devin session for testing repo setup\n run Run a shell command inside a sandbox session\n blueprint-list List all environment blueprints for the organization\n blueprint-create Create a new environment blueprint\n blueprint-write Update an existing environment blueprint\n build Trigger an environment build and wait for it to finish\n build-start Trigger an environment build without waiting\n build-wait Wait for a previously started build to finish\n build-logs Fetch the log stream for a build job\n secret-create Create an organization-level secret\n help Print this message or the help of the given subcommand(s)\n\nOptions:\n -h, --help Print help\n\n\nExit code: 0","created_at":"2026-07-12T06:49:23.478821Z","finish_reason":null,"metrics":null},{"message_id":"91e71ce9-b8ed-4b94-b9a6-fd18f7fa9794","node_id":73,"role":"assistant","content":"","tool_calls":[{"id":"functions.exec:17","name":"exec","arguments":{"command":"devin cloud drs sandbox-create --help","timeout":10000}},{"id":"functions.exec:18","name":"exec","arguments":{"command":"devin cloud drs run --help","timeout":10000}}],"thinking":"This is very helpful. There is a `devin cloud drs` subcommand with things like `sandbox-create`, `run`, `build`, etc. But the user's question is \"is there a cli directly for devin cloud machines? like directly devin x y z\" - they want to know if there is a CLI to directly spin up/manage cloud Devin machines.\n\nThe answer is: There is `devin cloud drs` which can manage sandbox sessions and environment blueprints/builds, but it's specifically for Declarative Repo Setup (DRS) and sandbox sessions, not a general-purpose \"cloud Devin machine\" manager. The main way to start/attach to cloud Devin sessions is via slash commands inside an interactive session (`/handoff`, `/cloud-sessions`, `/cloud-attach`).\n\nBut wait - `devin cloud drs sandbox-create` creates a sandbox Devin session, and `devin cloud drs run` runs a shell command inside a sandbox session. That is kind of \"devin x y z\" for cloud machines.\n\nLet me check the help for each to understand exactly what they do.","created_at":"2026-07-12T06:49:24.720961Z","finish_reason":"tool_calls","metrics":{"ttft_ms":786,"total_time_ms":1240,"input_tokens":299,"output_tokens":292,"cache_read_tokens":31488,"cache_creation_tokens":null,"tpot_ms":1.5547945205479452,"tokens_per_sec":643.1718061674009}},{"message_id":"13cdce75-ef81-44bc-b8fa-35485686f1dd","node_id":74,"role":"tool","content":"Output from command in shell 8d3221:\nCreate a sandbox Devin session for testing repo setup\n\nSpins up a fresh cloud session attached to the given repository. Use `devin cloud drs run` to execute commands inside the sandbox.\n\nUsage: devin cloud drs sandbox-create [OPTIONS] --repo \n\nOptions:\n --repo \n Repository in `owner/repo` format (e.g. `simonw/llm`)\n\n --prompt \n Initial prompt for the sandbox session\n \n [default: \"Sandbox session for declarative repo setup testing.\"]\n\n --secret \n Per-session secret in `KEY=VALUE` form (repeatable)\n\n -h, --help\n Print help (see a summary with '-h')\n\n\nExit code: 0","created_at":"2026-07-12T06:49:24.764824Z","finish_reason":null,"metrics":null},{"message_id":"e0c6d08a-2499-429f-a243-49c962aebf76","node_id":75,"role":"tool","content":"Output from command in shell 4e3846:\nRun a shell command inside a sandbox session\n\nExecutes the command on the remote sandbox and blocks until it completes (or the timeout is reached).\n\nUsage: devin cloud drs run [OPTIONS] --devin-id --command \n\nOptions:\n --devin-id \n Devin session ID (e.g. `devin-abc123...`)\n\n --command \n Shell command to execute\n\n --timeout \n Timeout in seconds (server-side)\n \n [default: 600]\n\n -h, --help\n Print help (see a summary with '-h')\n\n\nExit code: 0","created_at":"2026-07-12T06:49:24.764828Z","finish_reason":null,"metrics":null},{"message_id":"fcf54e08-64e4-4b57-b692-dd933b959242","node_id":77,"role":"assistant","content":"Yes, but it's currently limited. The Devin CLI has a `devin cloud` subcommand, and right now it only contains the `drs` (Declarative Repo Setup) subcommands:\n\n```bash\ndevin cloud drs sandbox-create --repo owner/repo\ndevin cloud drs run --devin-id devin-abc123 --command \"ls -la\"\n```\n\n`devin cloud drs sandbox-create` spins up a fresh cloud Devin session (its own VM) attached to a repo, and `devin cloud drs run` executes a shell command inside it and blocks until it completes. \n\nThat said, there is **not** yet a general-purpose `devin cloud ` CLI for arbitrary cloud Devin machines. The main terminal flows for cloud Devin are:\n\n- Start a local session, then **`/handoff `** to move it to a cloud VM.\n- **`/cloud-sessions [--all]`** and **`/cloud-attach `** to list/attach to existing cloud sessions (insiders only). ","tool_calls":[],"thinking":"Now I have clear understanding. Let me also check if there's any other hidden `devin cloud` functionality. The help showed only `drs`. Let me answer the user accurately.\n\nThe user asks: \"is there a cli directly for devin cloud machines? like directly devin x y z\"\n\nAnswer:\n- Yes, there is `devin cloud` CLI subcommand\n- Currently `devin cloud` only has `drs` subcommand (Declarative Repo Setup)\n- `devin cloud drs sandbox-create` can spin up a fresh cloud Devin session (VM) attached to a repo\n- `devin cloud drs run` can run shell commands inside a sandbox session by devin-id\n- But it's not a general \"devin cloud \" CLI for arbitrary cloud Devin machines\n- The main direct cloud interaction is via slash commands in a session: `/handoff`, `/cloud-sessions`, `/cloud-attach`\n\nI should answer concisely and accurately.","created_at":"2026-07-12T06:49:26.205312Z","finish_reason":"stop","metrics":{"ttft_ms":811,"total_time_ms":1439,"input_tokens":691,"output_tokens":511,"cache_read_tokens":31744,"cache_creation_tokens":null,"tpot_ms":1.2289628180039138,"tokens_per_sec":813.6942675159236}}]}