{"session":{"id":"bottled-sesame","working_directory":"/Users/root1","backend_type":"Windsurf","model":"glm-5-2","agent_mode":"bypass","created_at":"2026-06-22T08:19:24+00:00","last_activity_at":"2026-06-22T08:20:24+00:00","title":"Rick Astley Never Gonna Give You Up","main_chain_id":39,"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://windsurf.com/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-for-terminal` 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 so that you get the latest version.\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. 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\nUse your provided search tools instead of `rg`, `grep`, or `find` whenever possible.\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\":\"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\"}]}\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":"2026-06-22T08:19:24.523653Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"b04a1197-2ff0-439e-86f5-4dd1befc9baa"}],"tool_availability":{"BlockList":[{"Name":{"exact":"exit_plan_mode"}}]},"append_system_messages":[]},{"model":"glm-5-2","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 GLM-5.2.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-06-22T08:19:24.523938Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"cb2354e5-975c-455d-a294-ddfc336ab178"}]},{"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":[]},{"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":"2026-06-22T08:19:24.523964Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"c2ad657f-ed3a-4ff2-9a63-d4fbe5bfd99d"}]},{"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"]],"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":18,"messages":[{"message_id":"b04a1197-2ff0-439e-86f5-4dd1befc9baa","node_id":16,"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://windsurf.com/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-for-terminal` 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 so that you get the latest version.\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. 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\nUse your provided search tools instead of `rg`, `grep`, or `find` whenever possible.\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\":\"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\"}]}\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":"2026-06-22T08:19:24.523653Z","finish_reason":null,"metrics":null},{"message_id":"c2ad657f-ed3a-4ff2-9a63-d4fbe5bfd99d","node_id":17,"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":"2026-06-22T08:19:24.523964Z","finish_reason":null,"metrics":null},{"message_id":"cb2354e5-975c-455d-a294-ddfc336ab178","node_id":18,"role":"system","content":"You are powered by GLM-5.2.","created_at":"2026-06-22T08:19:24.523938Z","finish_reason":null,"metrics":null},{"message_id":"fe9b5943-3067-4a65-be44-ad4a26ea59d9","node_id":19,"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: Monday, 2026-06-22\n\n","created_at":"2026-06-22T08:19:24.019351Z","finish_reason":null,"metrics":null},{"message_id":"8581034a-f398-4225-8e37-ad3d6598632c","node_id":20,"role":"system","content":"\n\n\n\n\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- 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\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\n","created_at":"2026-06-22T08:19:24.524413Z","finish_reason":null,"metrics":null},{"message_id":"825ec37c-0ac1-4562-996d-f5b4359fc368","node_id":21,"role":"user","content":"https://www.youtube.com/watch?v=s0EbxhQYeCA","created_at":"2026-06-22T08:19:24.962044Z","finish_reason":null,"metrics":null},{"message_id":"dcc4b7d0-50dd-4d99-a0a2-f93951694a40","node_id":22,"role":"system","content":"\nThe following skills can be invoked using the `skill` tool. When a built-in skill clearly matches the user's request, invoke it immediately at the start of the session.\n\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- **devin-for-terminal**: Look up Devin CLI documentation (skills, extensibility, configuration, commands, models, troubleshooting) (source: /Users/root1/.local/share/devin/cli/_versions/2026.7.23/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":"2026-06-22T08:19:24.962792Z","finish_reason":null,"metrics":null},{"message_id":"aef3e8ea-7a2c-41c3-b2eb-4f427fae737a","node_id":24,"role":"assistant","content":"I'll use yt-dlp to fetch the auto-generated captions and summarize the video.","tool_calls":[{"id":"chatcmpl-tool-99a9600eeafb0f86","name":"exec","arguments":{"command":"which yt-dlp && yt-dlp --version"}}],"thinking":"The user pasted a YouTube link. Per the AGENTS.md rules, I should use yt-dlp to summarize the video, getting the auto-generated captions.","created_at":"2026-06-22T08:19:32.131103Z","finish_reason":"tool_calls","metrics":{"ttft_ms":2471,"total_time_ms":7134,"input_tokens":16408,"output_tokens":69,"cache_read_tokens":58,"cache_creation_tokens":null,"tpot_ms":67.57971014492753,"tokens_per_sec":14.797340767746086}},{"message_id":"d500bb69-978b-43f0-88b1-5406be0ddccb","node_id":25,"role":"tool","content":"Output from command in shell 604d28:\n/Library/Frameworks/Python.framework/Versions/3.12/bin/yt-dlp\n2025.12.08\n\n\nExit code: 0","created_at":"2026-06-22T08:19:32.461121Z","finish_reason":null,"metrics":null},{"message_id":"aa07ecc8-7d5a-41ad-8148-41da8dd93d5a","node_id":27,"role":"assistant","content":"","tool_calls":[{"id":"chatcmpl-tool-a63839b504129902","name":"exec","arguments":{"command":"cd /tmp && yt-dlp --write-auto-sub --sub-lang en --skip-download --sub-format vtt -o \"yt_%(id)s\" \"https://www.youtube.com/watch?v=s0EbxhQYeCA\" 2>&1 | tail -20"}}],"created_at":"2026-06-22T08:19:38.473827Z","finish_reason":"tool_calls","metrics":{"ttft_ms":null,"total_time_ms":6012,"input_tokens":115,"output_tokens":67,"cache_read_tokens":16465,"cache_creation_tokens":null,"tpot_ms":89.73134328358209,"tokens_per_sec":11.144377910844977}},{"message_id":"a4126aff-7bf2-4198-b96d-16e7f64ec491","node_id":28,"role":"tool","content":"Output from command in shell 8e36cd:\nWARNING: Your yt-dlp version (2025.12.08) is older than 90 days!\n It is strongly recommended to always use the latest version.\n You installed yt-dlp with pip or using the wheel from PyPi; Use that to update.\n To suppress this warning, add --no-update to your command/config.\n[youtube] Extracting URL: https://www.youtube.com/watch?v=s0EbxhQYeCA\n[youtube] s0EbxhQYeCA: Downloading webpage\n[youtube] s0EbxhQYeCA: Downloading tv client config\n[youtube] s0EbxhQYeCA: Downloading player ac678d18-main\n[youtube] s0EbxhQYeCA: Downloading tv player API JSON\n[youtube] s0EbxhQYeCA: Downloading android sdkless player API JSON\n[youtube] [jsc:deno] Solving JS challenges using deno\nWARNING: [youtube] [jsc] Remote components challenge solver script (deno) and NPM package (deno) were skipped. These may be required to solve JS challenges. You can enable these downloads with --remote-components ejs:github (recommended) or --remote-components ejs:npm , respectively. For more information and alternatives, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\nWARNING: [youtube] s0EbxhQYeCA: n challenge solving failed: Some formats may be missing. Ensure you have a supported JavaScript runtime and challenge solver script distribution installed. Review any warnings presented before this message. For more details, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\n[info] s0EbxhQYeCA: Downloading subtitles: en\n[info] s0EbxhQYeCA: Downloading 1 format(s): 139-5\n[info] Writing video subtitles to: yt_s0EbxhQYeCA.en.vtt\n[download] Destination: yt_s0EbxhQYeCA.en.vtt\n\r[download] 1.00KiB at Unknown B/s (00:00:00)\r[download] 3.00KiB at Unknown B/s (00:00:00)\r[download] 7.00KiB at Unknown B/s (00:00:00)\r[download] 15.00KiB at 8.49MiB/s (00:00:00)\r[download] 31.00KiB at 3.70MiB/s (00:00:00)\r[download] 63.00KiB at 3.43MiB/s (00:00:00)\r[download] 123.03KiB at 4.04MiB/s (00:00:00)\r[download] 100% of 123.03KiB in 00:00:00 at 996.00KiB/s\n\nExit code: 0","created_at":"2026-06-22T08:19:41.213963Z","finish_reason":null,"metrics":null},{"message_id":"05b73c39-5b62-4ceb-ae10-1395be0c7998","node_id":30,"role":"assistant","content":"","tool_calls":[{"id":"chatcmpl-tool-a7d9f6513fe1cdd4","name":"exec","arguments":{"command":"cd /tmp && yt-dlp --skip-download --print \"%(title)s | %(uploader)s | %(duration)ss\" \"https://www.youtube.com/watch?v=s0EbxhQYeCA\" 2>/dev/null"}}],"created_at":"2026-06-22T08:19:43.342141Z","finish_reason":"tool_calls","metrics":{"ttft_ms":null,"total_time_ms":2127,"input_tokens":746,"output_tokens":58,"cache_read_tokens":16579,"cache_creation_tokens":null,"tpot_ms":36.672413793103445,"tokens_per_sec":27.268453220498355}},{"message_id":"a2e1be40-be33-4ae8-b94e-5e33a2cbd646","node_id":31,"role":"tool","content":"Output from command in shell b4c039:\niPhone 17/Pro/Air Unboxing: 1 Hot Take! | Marques Brownlee | 796s\n\n\nExit code: 0","created_at":"2026-06-22T08:19:45.625840Z","finish_reason":null,"metrics":null},{"message_id":"a51a0fea-e367-4eb1-8989-0bf6c891ea45","node_id":33,"role":"assistant","content":"","tool_calls":[{"id":"chatcmpl-tool-9a6d2d690ab7fb9c","name":"exec","arguments":{"command":"cd /tmp && python3 -c \"\nimport re\nwith open('yt_s0EbxhQYeCA.en.vtt') as f:\n data = f.read()\n# strip vtt header and timestamps, dedupe consecutive lines\nlines = []\nseen = set()\nfor block in re.split(r'\\n\\s*\\n', data):\n text_lines = [l for l in block.splitlines() if not l.startswith(('WEBVTT','Kind:','Language:','NOTE')) and '-->' not in l and l.strip()]\n for l in text_lines:\n clean = re.sub(r'<[^>]+>','', l).strip()\n clean = re.sub(r' ',' ',clean)\n if clean and clean not in seen:\n seen.add(clean)\n lines.append(clean)\ntext = ' '.join(lines)\ntext = re.sub(r'\\s+',' ',text)\nprint(len(text))\nprint(text[:8000])\n\""}}],"created_at":"2026-06-22T08:19:51.473394Z","finish_reason":"tool_calls","metrics":{"ttft_ms":null,"total_time_ms":5846,"input_tokens":105,"output_tokens":207,"cache_read_tokens":17324,"cache_creation_tokens":null,"tpot_ms":28.241545893719806,"tokens_per_sec":35.408826548067054}},{"message_id":"c2c91205-7ffc-4f4d-9d49-352fe0f08a15","node_id":34,"role":"tool","content":"Output from command in shell c88640:\n13423\n[Music] All right. So, by the time you watch this, I will be several days into my iPhone 17 series testing. So, definitely get subscribed to see the full reviews right when they come out. They're in the works. Uh, but I always like to do each year a bit of an unboxing and like a second look at the new phones outside of the very chaotic environment that is the hands-on area at Apple Park. and answer some FAQs and do some benchmarks and get some photo samples in and just get familiar with these phones. So, that's what we're gonna do. I've got the iPhone 17 Pro Max. This is actually the two terabyte, the $2,000 most expensive iPhone you can buy this year, a 17 Pro in the new blue color. So, I got the two new colors. Uh the green 17 and they put the phone sideways for the Air because it's the thin one. It's also the thinnest box. And I also have that Air battery that uh is a bit of a red flag, but we're going to look at it anyway. So, let's start with the base one, the iPhone 17. The experiences with these phones, unboxing them is typically the same from year to year. Uh but I do like to just check just to make sure. This base iPhone, I really am thinking is potentially the best deal they've had in the lineup in a long time. Uh, this green color. I actually kind of really like the green. You get this like glossy with the camera bump. And then the actual phone is satin even though it's not a pro phone. So, I'm loving that. You do get that USBC cable braided in the box. And then you get some paperwork. You don't get any stickers with iPhones. You know, that's that's the days of the past. But you still do get your uh you don't need a SIM card tray and uh a little bit of instructions, but that's basically it. There's nothing else that comes with these phones anymore. It's extremely minimal. Let's do the pros. The pros should be pretty similar, but I do want to look at these colors in my own lighting environment. I think the orange has proved to be the most controversial new color. I I've only seen takes of people either hating on it or loving it. I think I kind of like it, but I also kind of liken it to like a bright shirt. You know, it looks good on me in the moment, but I might not want to wear it every single day. You know, like the most popular car color is probably silver or black for a reason. Uh people want a black or a neutral color for their phone, too. But Apple's not giving it to us for the Pro phones this year. So, you have this really bright two-tone orange. I I thought it was going to be more pumpkin colored from all those leaks, but it is definitely not. It is fully orange. And then you've got this blue, which is is maybe the one I'm going to have to go with because it's the closest to black. A lot of people like the silver, and that's cool. Uh, I just can't I I record a lot of videos of things with screens and windows like cars and it's just too bright in the reflections. So, I have to use a dark colored phone. Probably going to end up debranding a blue pro phone. So, all right, that leaves the uh the new one, the ultra thin one, which is the iPhone Air. Notably, not the iPhone 17 Air, it's the iPhone Air. Uh, at least that's the way they said in the keynote, which is interesting because people are speculating that they may not refresh it every single year, which I guess logically could make sense, but I kind of think they're going to do a new one every year. But this is the thinnest box. They show it sideways on the box. Let's see what it actually looks like here. It's face up. Jeez. Every time you hold it. Okay, so this is the light blue, barely blue phone, and that is again just so ridiculously thin. Uh I think this is the third thinnest phone I've ever seen. I think there was the Moto Z, which was a few ten of a millimeter thinner, and then there's this one other phone I think was like 4 mm or something crazy that I never held. This is absolutely ridiculous uh to see and hold in person. And let's see if the packaging is any different. USBC cable like we expected. And yeah, paperwork's the same. Nothing special in the airbox other than your ultra thin phone. And yeah, this is the battery. So the battery, like we saw in the keynote, was launched alongside the phone. And it's designed for iPhone Air. And this is what it looks like here. this all-white battery. Uh, I checked on the back 3,149 milliamp hours, which by itself like this, that's the size of a normal small phone's battery. Uh, and then it pops on the back of the phone just like that. So, when I say designed for the Air, it's perfectly fitting underneath the camera bump. And you could use it on the other phones, but it's not designed for them. So, like it wouldn't really fit or magnetize in the right place. you'd have to, I don't know, use it sideways or something, which is probably not what you actually want to do. So, yeah, definitely made for this phone. There's nothing stopping other people like Ridge from making really good power banks that fit on any of the phones, but yeah, they launched these things together. And so, uh, yeah, I will be testing battery life thoroughly to figure out exactly what we're working with here. But that's the boxes. Nothing too shocking here, but there are plenty more first impressions to get to. So, I'd like to get benchmarks out of the way in these early impressions videos. So, here's the results from the new A19 and A19 Pro versus last generation. They take some pretty nice steps up again, especially in multi-core CPU and GPU. And there's also more RAM in these Pro phones now. It turns out last year it was 8 gigs across the board. This year, the Pros get 12. But while we're on numbers, this is one of those big things that's come out since the keynote. Uh battery size capacities. Apple doesn't advertise them, but you can find them. So, check this out. On the base iPhone, it's less interesting. These phones are nearly the same dimensions, and the batteries inside are also almost the same size, less than 5% bigger. The Pro phones are more interesting, though, because they've reworked the insides again. And these phones are also literally thicker than last year. And they're really feeling like the most maximalist iPhones yet. And that has translated into the battery department because the Pro Max has cracked 5,000 mAh for the first time. And the smaller sized Pro phone sees the biggest improvement. Nearly a 20% larger battery year-over-year in iPhone land. That's kind of a lot. It's worth paying attention to. And then maybe the most interesting phone, the Air. So, okay, it has a 3,149 millah battery. It is the smallest of the bunch as expected, but okay, 3100 milliamp is maybe slightly more than we expected once you see and feel how thin this phone really is. It's about the same size as the battery from the 13 Pro. What I will say is this this adds definitely more fuel to the I don't really know if I can believe anything Apple says about battery fire for me because uh on the the website to compare all devices if you look at batteries they rate the Air for more battery than last year's 16. They rate this for 27 hours and they rate last year's iPhone 16 for 22. To me that just means the Pro chip that's in here is more efficient for video playback. great. Uh, but real world use is more varied and there's way more going on with it. So, I guess all that to say, I will be paying a lot of attention to the battery life of this phone as I use it. It has so far been acceptable, but not great. I would say I had one really bad day early, but it was still downloading all my shiny new Spotify lossless audio. So, you kind of can't really count that. And since then, it's been trending towards around 4 and 1/2 hours of screen on time per day, which used to be good, but these days that's like C minus level. I'm glad it's not Fle, but stay tuned for my full review to get the verdict on that. But the Air really has been the most interesting iPhone in the lineup to tes\n\n\nExit code: 0","created_at":"2026-06-22T08:19:51.536576Z","finish_reason":null,"metrics":null},{"message_id":"13301b5c-4628-4cf3-91a0-315d0f02ab5d","node_id":36,"role":"assistant","content":"","tool_calls":[{"id":"chatcmpl-tool-82d06e1111578fbe","name":"exec","arguments":{"command":"cd /tmp && python3 -c \"\nimport re\nwith open('yt_s0EbxhQYeCA.en.vtt') as f:\n data = f.read()\nlines = []\nseen = set()\nfor block in re.split(r'\\n\\s*\\n', data):\n text_lines = [l for l in block.splitlines() if not l.startswith(('WEBVTT','Kind:','Language:','NOTE')) and '-->' not in l and l.strip()]\n for l in text_lines:\n clean = re.sub(r'<[^>]+>','', l).strip()\n clean = re.sub(r' ',' ',clean)\n if clean and clean not in seen:\n seen.add(clean)\n lines.append(clean)\ntext = ' '.join(lines)\ntext = re.sub(r'\\s+',' ',text)\nprint(text[8000:])\n\""}}],"created_at":"2026-06-22T08:19:57.521335Z","finish_reason":"tool_calls","metrics":{"ttft_ms":null,"total_time_ms":5983,"input_tokens":2116,"output_tokens":190,"cache_read_tokens":17428,"cache_creation_tokens":null,"tpot_ms":31.489473684210527,"tokens_per_sec":31.756643824168478}},{"message_id":"c39b168e-e2b6-4f6a-a947-0c8bc5ce38b7","node_id":37,"role":"tool","content":"Output from command in shell d5743d:\nt by far. It's the only one that's sticking with this titanium for the rails, which are very glossy and very quickly get covered in fingerprints. Uh, and I don't know if you can tell on camera, but this is also the blue one. You wouldn't know it just from the footage, but this it is in fact slightly blue. But I just feel like with the liquid glass elements of iOS 26 and the shiny rails, it kind of feels almost like a piece of jewelry, if that makes sense. It's just it's pretty stunning to hold. It's nice to look at, and it reminds me of the Galaxy Tab Ultra series with just how impressive it is that something this thin can have such a good-look display on the front of it. Matter of fact, speaking of Samsung, this is their ultra thin phone, the S25 Edge. And so now that they both exist, we can actually compare these two incredible pioneers of thinness, as I know so many people on social media will. Who did thin better? Now, I will say they do have a lot of similarities in their approaches to getting this thin. Both actually use the flagship chip from their lineups, or at least close to it. The iPhone Air does drop a GPU core from the A19 Pro, but the S25 Edge uses the full-on Snapdragon 8 Elite chip. Both also certainly sacrifice long-term cooling of this flagship chip by leaving out the vapor chamber from their bigger flagship brothers. But also, the S25 Edge has a full flagship main camera. The iPhone Air does not. The S25 Edge also has an ultrawide alongside it. The iPhone Air does not. S25 Edge still has stereo speakers. iPhone Air does not. There's no speaker at the bottom at all. That's just microphones. An S25 Edge has the smallest battery of the lineup, but it's still 3900 mAh, which is close to the base phone. iPhone Air has the smallest battery in the lineup by a bigger margin. But the iPhone Air is thinner. I personally lean S25 Edge just a bit just cuz on the surface level, I prefer I like cameras, so I prefer having a better camera system. And I think I like this boxier design a little bit better. But there's no question in my mind this is the most interesting iPhone of this lineup because of the thin thing and it will get a lot of people checking it out in stores and when they hold a friends and and when they just see it in public just cuz it looks that stunning. But I actually think that's a distraction because the base iPhone this year is more clearly than ever the one that most people should get. And this is a maybe that's a hotter take that I I dropped a little bit earlier on the Waveform podcast, so you might have heard this already if you listen there, but I think this is one of the best deals in all of smartphones. Like, think about this. You've you've seen in the past few years, the base Pixel has been a pretty good deal right now. The base iPhone 17, it has one less camera, but it's an arguably better primary and ultrawide camera. It's a much more powerful chip. the new better selfie cameras in there. And it also now starts at 256 gigs. It's at 120 Hz now. And so it is $100 cheaper than the equivalent Pixel. And you know, I don't even think people are necessarily crossopping these two phones, but just as far as how much phone you get for your money, they've done a much better job finally in the base iPhone. But either way, let me know what you want to see in the full reviews. I asked on Twitter which one of the phones you guys are most interested in, and iPhone Air 1. Not a shocker. That'll probably be the first review. But then the Air and the Pro. There's a lot to talk about the vapor chambers, the cooling, the camera, the new selfie cameras, and just which ones are good deals at which prices and also new pricing because there's a $2,000 two TBTE iPhone Pro Max. But leave a comment down below. I'll check those out. And be sure to get subscribed to see those reviews when they first come out. And if you are actively planning on getting a 17 series iPhone, then you probably also want some protection for it. In which case, channel sponsor Dbrand has some options like this ghost case. they sent over, which you can see side by side with Apple's clear case. Uh, no comment. I'll just let you be the judge. Also, look how good a black pro iPhone could have looked this year if they made one, but they didn't. But thankfully, Dbrand has it covered with their new tank case, which in addition to being matte black, is also totally overkill. It's this super rugged case that's obviously going to be really protective, but also just from the looks of it, probably pretty divisive. Some of you will love it, some of you will hate it. Again, I'll let you be the judge. If nothing else, though, it's definitely matte black. And of course, because it's Dbrand, they put a ton of Easter eggs all over this case and used a bunch of different textures to make it feel super grippy. And bonus, the buttons are customizable cuz you can just pop them out and swap them with colored replacements to add a little personal touch, or just leave them black, which is probably how I'd go. They've also both got super strong magnets. That's something I've noticed about Dbrand's cases is they've stepped up the Mag Safe game with their own magnet strength lately. So, I'll leave a link to the tank case and the ghost case down below if you want to check them out, whichever one you want. Thanks for watching. Catch you very soon in the next one. Peace.\n\n\nExit code: 0","created_at":"2026-06-22T08:19:57.586547Z","finish_reason":null,"metrics":null},{"message_id":"c53d6f2a-e1b5-42bd-be3f-260f6256f592","node_id":39,"role":"assistant","content":"## Summary: \"iPhone 17/Pro/Air Unboxing: 1 Hot Take!\" by Marques Brownlee\n\n**Video info:** ~13 minutes, by MKBHD. An early unboxing + first impressions of the iPhone 17 lineup ahead of his full reviews.\n\n### What he unboxes\n- **iPhone 17 Pro Max** — the 2 TB, $2,000 maxed-out model\n- **iPhone 17 Pro** in the new blue\n- **iPhone 17** (base) in green\n- **iPhone Air** (light blue) — note: Apple called it just \"iPhone Air,\" not \"iPhone 17 Air,\" fueling speculation it may not be refreshed yearly\n- The new **Air Battery** accessory (3,149 mAh, white, magnetically snaps to the back, designed specifically for the Air's camera bump)\n\n### Color takes\n- **Green (base 17):** glossy camera bump, satin body — he really likes it\n- **Orange (Pro):** the most controversial color; fully orange, not pumpkin. He compares it to a \"bright shirt\" — fun now, maybe not every day. Notes Apple offered no black/neutral Pro this year\n- **Blue (Pro):** closest to black, likely his pick (he shoots screens/windows, so dark phones are a must)\n- **Air (light blue):** barely blue, very jewelry-like with the glossy titanium rails and iOS 26 liquid-glass aesthetic\n\n### Benchmarks & specs\n- A19 / A19 Pro show solid gains, especially multi-core CPU and GPU\n- **RAM:** Pros jump from 8 GB → **12 GB** this year\n- **Battery capacities (the big post-keynote story):**\n - Base 17: ~same as last year (<5% bigger)\n - Pro Max: cracks **5,000 mAh** for the first time\n - Smaller Pro: ~**20% larger** YoY — the biggest jump\n - Air: **3,149 mAh** — smallest of the lineup, roughly the size of an iPhone 13 Pro battery\n\n### The \"hot take\"\nThe **base iPhone 17 is the best deal in smartphones right now** — arguably better value than the base Pixel:\n- Better primary + ultrawide camera (despite one fewer lens)\n- Much more powerful chip\n- New better selfie cameras\n- Now starts at **256 GB** and has **120 Hz**\n- **$100 cheaper** than the equivalent Pixel\n\n### iPhone Air vs Samsung S25 Edge\nBoth are ultra-thin flagships that dropped the vapor chamber. Comparison:\n- Both use near-flagship chips (Air drops one GPU core; Edge uses full Snapdragon 8 Elite)\n- **S25 Edge wins on:** full flagship main camera, has ultrawide, stereo speakers, bigger battery (3,900 mAh)\n- **iPhone Air wins on:** thinner, more stunning in-hand feel\n- MKBHD slightly leans **S25 Edge** because he values cameras and prefers the boxier design, but calls the Air \"the most interesting iPhone in the lineup\" because it'll draw people in stores\n\n### Battery life early read on the Air\n- Apple rates it 27 hrs vs 22 hrs for iPhone 16 — he's skeptical, attributes it to efficient Pro-chip video playback\n- Real-world so far: ~**4.5 hours screen-on time/day** — \"C-minus level,\" not bad but not great\n- One bad early day was discounted (downloading Spotify lossless)\n\n### What's next\nFull reviews coming; Twitter poll says viewers most want the **Air review first**, then Air & Pro deep-dives (vapor chambers, cooling, cameras, new selfie cameras, pricing). Sponsored Dbrand segment at the end (Ghost Case vs Apple Clear Case; matte-black Tank Case as the \"black Pro Apple didn't make\").","tool_calls":[],"created_at":"2026-06-22T08:20:23.884439Z","finish_reason":"stop","metrics":{"ttft_ms":1327,"total_time_ms":26296,"input_tokens":1445,"output_tokens":815,"cache_read_tokens":19543,"cache_creation_tokens":null,"tpot_ms":30.63680981595092,"tokens_per_sec":32.64047418799311}}]}