diff --git a/CHANGELOG.md b/CHANGELOG.md index 14a225277..5f2b752d1 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -52,6 +52,16 @@ to include examples, links to docs, or any other relevant information. ### Fixed +- `temporalio.contrib.deepagents` no longer dedups repeated identical tool, + model, and backend-op calls: each dispatch runs its own Activity, and the + continue-as-new result cache is retired for new executions (a continued run + resumes from the carried transcript and never re-executes prior dispatches, + so a carried cache entry could only serve stale results). Patch-gated + (`deepagents.retire-result-cache`), so histories recorded before this change + replay unchanged; note that deferring the patch keeps the full legacy dedup + cache — including the stale-result behavior this entry describes — and that + a chain upgraded mid-continue-as-new re-executes rather than reuses a + repeated identical call (the conservative direction). - **Experimental**: External storage metrics now report the wall-clock time storage was in flight. Previously each batch's duration was summed, over-reporting the time whenever storage operations ran concurrently. diff --git a/temporalio/contrib/deepagents/README.md b/temporalio/contrib/deepagents/README.md index da9092978..decae8b27 100644 --- a/temporalio/contrib/deepagents/README.md +++ b/temporalio/contrib/deepagents/README.md @@ -294,9 +294,10 @@ class LongResearchAgent: Pass `continue_as_new_after=N` instead to trigger on a fixed history-event count. -- **Carries forward:** the accumulated messages and the model/tool result cache - (so an LLM/tool call completed before the continue-as-new is *not* re-run - after it). Your `@workflow.run` must accept `state_snapshot=None` as shown. +- **Carries forward:** the accumulated messages. Repeated identical calls are + NOT deduplicated: a call the agent re-issues after the boundary runs its own + Activity, so a genuinely new identical request is never served a stale prior + result. Your `@workflow.run` must accept `state_snapshot=None` as shown. - **Does not carry forward:** anything held only in an in-memory checkpointer's own structures beyond the messages/todos snapshot. The default in-workflow `InMemorySaver` is rehydrated for free by deterministic replay; a durable diff --git a/temporalio/contrib/deepagents/_activity.py b/temporalio/contrib/deepagents/_activity.py index 3c1501a42..99c615f02 100644 --- a/temporalio/contrib/deepagents/_activity.py +++ b/temporalio/contrib/deepagents/_activity.py @@ -338,9 +338,9 @@ async def invoke_tool(self, input: ToolActivityInput) -> ToolActivityOutput: @_auto_heartbeater async def backend_op(self, input: BackendOpInput) -> BackendOpOutput: """Run one operation against a registered (real-I/O) backend.""" - from temporalio.contrib.deepagents._tools import registered_backends + from temporalio.contrib.deepagents._tools import lookup_backend - backend = registered_backends().get(input.backend_ref) + backend = lookup_backend(input.backend_ref) if backend is None: raise ApplicationError( f"Backend {input.backend_ref!r} is not registered on this worker.", diff --git a/temporalio/contrib/deepagents/_tools.py b/temporalio/contrib/deepagents/_tools.py index 1235224c6..b0d8d705f 100644 --- a/temporalio/contrib/deepagents/_tools.py +++ b/temporalio/contrib/deepagents/_tools.py @@ -55,6 +55,11 @@ _TOOL_REGISTRY: dict[str, "BaseTool"] = {} _BACKEND_REGISTRY: dict[str, Any] = {} +# Recently retired backends (insertion-ordered, oldest evicted first). Keeps a +# GC'd wrapper's backend reachable for the eviction -> activity-start window; +# see _unregister_backend. Bounded so retired backends cannot accumulate. +_RETIRED_BACKENDS: dict[str, Any] = {} +_RETIRED_BACKENDS_MAX = 512 # Serializes registration against the GC-time unregister in # _unregister_backend, which may run on another thread. _BACKEND_REGISTRY_LOCK = threading.Lock() @@ -154,7 +159,7 @@ def register_backend(ref: str, backend: Any) -> None: def _unregister_backend(ref: str, inner: Any) -> None: - """Drop ``ref`` from the registry if it still maps to ``inner``. + """Retire ``ref`` from the registry if it still maps to ``inner``. GC hook for :class:`TemporalBackend` (via ``weakref.finalize``): a wrapper is typically constructed per workflow run, so without cleanup a long-lived @@ -162,10 +167,20 @@ def _unregister_backend(ref: str, inner: Any) -> None: load-bearing: refs are deterministic per run, so after a cache eviction a replay re-registers the *same* ref with a fresh inner backend — the evicted wrapper's finalizer must not remove that live registration. + + Retired entries move to the bounded :data:`_RETIRED_BACKENDS` store instead + of vanishing: a ``backend_op`` activity scheduled just before a cache + eviction can be delivered *after* the evicted wrapper is collected, and the + replay that would re-register the ref only happens once that very activity + completes. :func:`lookup_backend` still resolves the ref in that window. """ with _BACKEND_REGISTRY_LOCK: if _BACKEND_REGISTRY.get(ref) is inner: del _BACKEND_REGISTRY[ref] + _RETIRED_BACKENDS.pop(ref, None) + _RETIRED_BACKENDS[ref] = inner + while len(_RETIRED_BACKENDS) > _RETIRED_BACKENDS_MAX: + _RETIRED_BACKENDS.pop(next(iter(_RETIRED_BACKENDS))) def registered_backends() -> dict[str, Any]: @@ -173,6 +188,20 @@ def registered_backends() -> dict[str, Any]: return _BACKEND_REGISTRY +def lookup_backend(ref: str) -> Any | None: + """Resolve ``ref`` for a ``backend_op`` activity. + + Prefers the live registry, then falls back to recently retired entries so + an activity dispatched before a cache eviction still resolves (see + :func:`_unregister_backend`). + """ + with _BACKEND_REGISTRY_LOCK: + backend = _BACKEND_REGISTRY.get(ref) + if backend is not None: + return backend + return _RETIRED_BACKENDS.get(ref) + + # --------------------------------------------------------------------------- # activity_as_tool # --------------------------------------------------------------------------- diff --git a/temporalio/contrib/deepagents/workflow.py b/temporalio/contrib/deepagents/workflow.py index cb3e45b03..e9bf9f203 100644 --- a/temporalio/contrib/deepagents/workflow.py +++ b/temporalio/contrib/deepagents/workflow.py @@ -3,8 +3,9 @@ Everything here runs *inside* the workflow. The dispatch helpers (:func:`call_model` / :func:`call_tool` / :func:`call_backend_op`) are the single choke point through which the in-workflow model / tool / backend stubs reach -their activities; they also consult the continue-as-new result cache so work -done before a ``continue_as_new`` is reused rather than repeated after it. +their activities. Every dispatch runs its own Activity; only executions +recorded before the ``deepagents.retire-result-cache`` patch consult the +legacy continue-as-new result cache during replay. :func:`run_deep_agent` is the optional driver that adds continue-as-new state-carry around a native ``agent.ainvoke(...)`` — plain ``agent.ainvoke(...)`` @@ -77,6 +78,34 @@ def __init__(self, message: str, *, non_retryable: bool = True) -> None: # --------------------------------------------------------------------------- +def _legacy_lookup(kind: str, name: str, payload: Any) -> tuple[str | None, bool, Any]: + """Legacy-cache lookup: ``(key, hit, value)``; key is None on new executions.""" + if not _legacy_result_cache(): + return None, False, None + key = _serde.cache_key(kind, name, payload) + hit, value = _serde.cache_lookup(key) + return key, hit, value + + +def _legacy_result_cache() -> bool: + """Whether this execution uses the legacy continue-as-new result cache. + + New executions do not cache at all: repeated identical calls are + legitimate work (a re-issued tool call, a deliberate model resample, a + re-read after a write), and under the resume-from-transcript + continue-as-new semantics a continued run never re-executes prior + dispatches — so a carried cache entry could only ever serve a stale + result to a genuinely new call. Replay of a single run needs no cache: + history supplies recorded activity results. + + Patch-gated because histories recorded under the legacy cache contain + dedup decisions (a repeated call answered with no activity scheduled); + replaying them without the cache would emit commands history does not + have. + """ + return not workflow.patched("deepagents.retire-result-cache") + + async def call_model( activity_name: str, activity_input: _activity.ModelActivityInput, @@ -84,13 +113,12 @@ async def call_model( summary: str, **opts: Any, ) -> _activity.ModelActivityOutput: - """Dispatch one model call, reusing a cached result across continue-as-new.""" - key = _serde.cache_key( + """Dispatch one model call as its own Activity.""" + legacy_key, hit, cached = _legacy_lookup( "model", activity_input.model_name, [activity_input.messages, activity_input.tool_schemas], ) - hit, cached = _serde.cache_lookup(key) if hit: return _activity.ModelActivityOutput(message=cached) output = await workflow.execute_activity( @@ -100,7 +128,8 @@ async def call_model( summary=summary, **opts, ) - _serde.cache_put(key, output.message) + if legacy_key is not None: + _serde.cache_put(legacy_key, output.message) return output @@ -110,9 +139,10 @@ async def call_tool( summary: str, **opts: Any, ) -> _activity.ToolActivityOutput: - """Dispatch one tool call, reusing a cached result across continue-as-new.""" - key = _serde.cache_key("tool", activity_input.tool_name, activity_input.args) - hit, cached = _serde.cache_lookup(key) + """Dispatch one tool call as its own Activity.""" + legacy_key, hit, cached = _legacy_lookup( + "tool", activity_input.tool_name, activity_input.args + ) if hit: return _activity.ToolActivityOutput(message=cached) output = await workflow.execute_activity( @@ -122,7 +152,8 @@ async def call_tool( summary=summary, **opts, ) - _serde.cache_put(key, output.message) + if legacy_key is not None: + _serde.cache_put(legacy_key, output.message) return output @@ -132,13 +163,12 @@ async def call_backend_op( summary: str, **opts: Any, ) -> _activity.BackendOpOutput: - """Dispatch one backend op, reusing a cached result across continue-as-new.""" - key = _serde.cache_key( + """Dispatch one backend op as its own Activity.""" + legacy_key, hit, cached = _legacy_lookup( f"backend:{activity_input.backend_ref}", activity_input.op, [activity_input.args, activity_input.kwargs], ) - hit, cached = _serde.cache_lookup(key) if hit: return _activity.BackendOpOutput(result=cached) output = await workflow.execute_activity( @@ -148,7 +178,8 @@ async def call_backend_op( summary=summary, **opts, ) - _serde.cache_put(key, output.result) + if legacy_key is not None: + _serde.cache_put(legacy_key, output.result) return output @@ -204,7 +235,14 @@ async def run_deep_agent( """ # Resume path: rehydrate the result cache and fold carried messages in. if state_snapshot is not None: - _serde.set_result_cache(dict(state_snapshot.get(_CACHE_KEY) or {})) + # Only legacy executions consult the carried cache; on new + # executions the inbound legacy entries are dead weight, and at the + # upgrade hop a repeated identical call re-executes (conservative + # direction) rather than being served a possibly-stale carried result. + if _legacy_result_cache(): + _serde.set_result_cache(dict(state_snapshot.get(_CACHE_KEY) or {})) + else: + _serde.set_result_cache({}) input = _merge_snapshot(input, state_snapshot) else: _serde.set_result_cache({}) @@ -230,10 +268,9 @@ async def run_deep_agent( workflow.info().get_current_history_length() >= continue_as_new_after ) if should_continue and _has_pending_work(result): - snapshot = { - "messages": _extract_messages(result), - _CACHE_KEY: _serde.result_cache_snapshot() or {}, - } + snapshot: dict[str, Any] = {"messages": _extract_messages(result)} + if _legacy_result_cache(): + snapshot[_CACHE_KEY] = _serde.result_cache_snapshot() or {} # ``continue_as_new`` threads positional args into the next run via # ``args=``; the enclosing 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You respond with text and tool calls. The user can see your responses and tool outputs in real time.\n\n## Core Behavior\n\n- Be concise and direct. Don't over-explain unless asked.\n- NEVER add unnecessary preamble (\"Sure!\", \"Great question!\", \"I'll now...\").\n- Don't say \"I'll now do X\" \u2014 just do it.\n- If the request is underspecified, ask only the minimum followup needed to take the next useful action.\n- If asked how to approach something, explain first, then act.\n\n## Professional Objectivity\n\n- Prioritize accuracy over validating the user's beliefs\n- Disagree respectfully when the user is incorrect\n- Avoid unnecessary superlatives, praise, or emotional validation\n\n## Doing Tasks\n\nWhen the user asks you to do something:\n\n1. **Understand first** \u2014 read relevant files, check existing patterns. Quick but thorough \u2014 gather enough evidence to start, then iterate.\n2. **Act** \u2014 implement the solution. Work quickly but accurately.\n3. **Verify** \u2014 check your work against what was asked, not against your own output. Your first attempt is rarely correct \u2014 iterate.\n\nKeep working until the task is fully complete. Don't stop partway and explain what you would do \u2014 just do it. Only yield back to the user when the task is done or you're genuinely blocked.\n\n**When things go wrong:**\n\n- If something fails repeatedly, stop and analyze *why* \u2014 don't keep retrying the same approach.\n- If you're blocked, tell the user what's wrong and ask for guidance.\n\n## Clarifying Requests\n\n- Do not ask for details the user already supplied.\n- Use reasonable defaults when the request clearly implies them.\n- Prioritize missing semantics like content, delivery, detail level, or alert criteria.\n- Avoid opening with a long explanation of tool, scheduling, or integration limitations when a concise blocking followup question would move the task forward.\n- Ask domain-defining questions before implementation questions.\n- For monitoring or alerting requests, ask what signals, thresholds, or conditions should trigger an alert.\n\n## Progress Updates\n\nFor longer tasks, provide brief progress updates at reasonable intervals \u2014 a concise sentence recapping what you've done and what's next.","type":"text"},{"text":"\n\n## `write_todos`\n\nYou have access to the `write_todos` tool to help you manage and plan complex objectives.\nUse this tool for complex objectives to ensure that you are tracking each necessary step.\nThis tool is very helpful for planning complex objectives, and for breaking down these larger complex objectives into smaller steps.\n\nIt is critical that you mark todos as completed as soon as you are done with a step. Do not batch up multiple steps before marking them as completed.\nFor simple objectives that only require a few steps, it is better to just complete the objective directly and NOT use this tool.\nWriting todos takes time and tokens, use it when it is helpful for managing complex many-step problems! But not for simple few-step requests.\n\n## Important To-Do List Usage Notes to Remember\n\n- The `write_todos` tool should never be called multiple times in parallel.\n- Don't be afraid to revise the To-Do list as you go. New information may reveal new tasks that need to be done, or old tasks that are irrelevant.\n\n## Finishing a task\n\nWhen you finish all work, write your final answer in the message AFTER your last `write_todos` call \u2014 not in the same turn as that call. Start the final message with the substantive content the user asked for \u2014 the data, computation, summary, or analysis. The user wants the result, not confirmation that the work is done.","type":"text"},{"text":"\n\n## Following Conventions\n\n- Read files before editing \u2014 understand existing content before making changes\n- Mimic existing style, naming conventions, and patterns\n\n## Filesystem Tools `ls`, `read_file`, `write_file`, `edit_file`, `glob`, `grep`\n\nYou have access to a filesystem which you can interact with using these tools.\nAll file paths must start with a /. Follow the tool docs for the available tools, and use pagination (offset/limit) when reading large files.\n\n- ls: list files in a directory (requires absolute path)\n- read_file: read a file from the filesystem\n- write_file: write to a file in the filesystem\n- edit_file: edit a file in the filesystem\n- glob: find files matching a pattern (e.g., \"**/*.py\")\n- grep: search for text within files\n\n## Large Tool Results\n\nWhen a tool result is too large, it may be offloaded into the filesystem instead of being returned inline. In those cases, use `read_file` to inspect the saved result in chunks, or use `grep` within `/large_tool_results/` if you need to search across offloaded tool results and do not know the exact file path. Offloaded tool results are stored under `/large_tool_results/<tool_call_id>`.","type":"text"},{"text":"\n\n## `task` (subagent spawner)\n\nYou have access to a `task` tool to launch short-lived subagents that handle isolated tasks. These agents are ephemeral \u2014 they live only for the duration of the task and return a single result.\n\nWhen to use the task tool:\n\n- When a task is complex and multi-step, and can be fully delegated in isolation\n- When a task is independent of other tasks and can run in parallel\n- When a task requires focused reasoning or heavy token/context usage that would bloat the orchestrator thread\n- When sandboxing improves reliability (e.g. code execution, structured searches, data formatting)\n- When you only care about the output of the subagent, and not the intermediate steps (ex. performing a lot of research and then returned a synthesized report, performing a series of computations or lookups to achieve a concise, relevant answer.)\n\nSubagent lifecycle:\n\n1. **Spawn** \u2192 Provide clear role, instructions, and expected output\n2. **Run** \u2192 The subagent completes the task autonomously\n3. **Return** \u2192 The subagent provides a single structured result\n4. **Reconcile** \u2192 Incorporate or synthesize the result into the main thread\n\nWhen NOT to use the task tool:\n\n- If you need to see the intermediate reasoning or steps after the subagent has completed (the task tool hides them)\n- If the task is trivial (a few tool calls or simple lookup)\n- If delegating does not reduce token usage, complexity, or context switching\n- If splitting would add latency without benefit\n\n## Important Task Tool Usage Notes to Remember\n\n- Whenever possible, parallelize the work that you do. This is true for both tool_calls, and for tasks. Whenever you have independent steps to complete - make tool_calls, or kick off tasks (subagents) in parallel to accomplish them faster. This saves time for the user, which is incredibly important.\n- Remember to use the `task` tool to silo independent tasks within a multi-part objective.\n- You should use the `task` tool whenever you have a complex task that will take multiple steps, and is independent from other tasks that the agent needs to complete. These agents are highly competent and efficient.\n\nAvailable subagent types:\n\n- general-purpose: General-purpose agent for researching complex questions, searching for files and content, and executing multi-step tasks. When you are searching for a keyword or file and are not confident that you will find the right match in the first few tries use this agent to perform the search for you. This agent has access to all tools as the main agent.","type":"text"}],"type":"system"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","HumanMessage"],"kwargs":{"content":"Check Paris twice.","id":"160f3a65-e706-44c1-8c57-caa2b03d06e8","type":"human"},"lc":1,"type":"constructor"}],"model_name":"fake:model","streaming_topic":null,"tool_schemas":[{"function":{"description":"Use this tool to create and manage a structured task list for your current work session. This helps you track progress and organize complex tasks.\n\nOnly use this tool if you think it will be helpful in staying organized. If the user's request is trivial and takes less than 3 steps, it is better to NOT use this tool and just do the task directly.\n\n## When to Use This Tool\n\nUse this tool in these scenarios:\n\n1. Complex multi-step tasks - When a task requires 3 or more distinct steps or actions\n2. Non-trivial and complex tasks - Tasks that require careful planning or multiple operations\n3. User explicitly requests todo list - When the user directly asks you to use the todo list\n4. User provides multiple tasks - When users provide a list of things to be done (numbered or comma-separated)\n5. The plan may need future revisions or updates based on results from the first few steps\n\n## How to Use This Tool\n\n1. When you start working on a task - Mark it as in_progress BEFORE beginning work.\n2. After completing a task - Mark it as completed and add any new follow-up tasks discovered during implementation.\n3. You can also update future tasks, such as deleting them if they are no longer necessary, or adding new tasks that are necessary. Don't change previously completed tasks.\n4. You can make several updates to the todo list at once. For example, when you complete a task, you can mark the next task you need to start as in_progress.\n\n## When NOT to Use This Tool\n\nIt is important to skip using this tool when:\n1. There is only a single, straightforward task\n2. The task is trivial and tracking it provides no benefit\n3. The task can be completed in less than 3 trivial steps\n4. The task is purely conversational or informational\n\n## Task States and Management\n\n1. **Task States**: Use these states to track progress:\n    - pending: Task not yet started\n    - in_progress: Currently working on (you can have multiple tasks in_progress at a time if they are not related to each other and can be run in parallel)\n    - completed: Task finished successfully\n\n2. **Task Management**:\n    - Update task status in real-time as you work\n    - Mark tasks complete IMMEDIATELY after finishing (don't batch completions)\n    - Complete current tasks before starting new ones\n    - Remove tasks that are no longer relevant from the list entirely\n    - IMPORTANT: When you write this todo list, you should mark your first task (or tasks) as in_progress immediately!.\n    - IMPORTANT: Unless all tasks are completed, you should always have at least one task in_progress.\n\n3. **Task Completion Requirements**:\n    - ONLY mark a task as completed when you have FULLY accomplished it\n    - If you encounter errors, blockers, or cannot finish, keep the task as in_progress\n    - When blocked, create a new task describing what needs to be resolved\n    - Never mark a task as completed if:\n        - There are unresolved issues or errors\n        - Work is partial or incomplete\n        - You encountered blockers that prevent completion\n        - You couldn't find necessary resources or dependencies\n        - Quality standards haven't been met\n\n4. **Task Breakdown**:\n    - Create specific, actionable items\n    - Break complex tasks into smaller, manageable steps\n    - Use clear, descriptive task names\n\nBeing proactive with task management ensures you complete all requirements successfully\nRemember: If you only need to make a few tool calls to complete a task, and it is clear what you need to do, it is better to just do the task directly and NOT call this tool at all.\n\n## When You Finish\n\n`write_todos` tracks your work; it does not deliver the answer. Whatever the user asked for \u2014 computations, summaries, comparisons, data \u2014 must appear as text content in a message after your final `write_todos` call. Marking the last todo complete is not itself an answer to the user.","name":"write_todos","parameters":{"properties":{"todos":{"items":{"description":"A single todo item with content and status.","properties":{"content":{"type":"string"},"status":{"enum":["pending","in_progress","completed"],"type":"string"}},"required":["content","status"],"type":"object"},"type":"array"}},"required":["todos"],"type":"object"}},"type":"function"},{"function":{"description":"Lists all files in a directory.\n\nThis is useful for exploring the filesystem and finding the right file to read or edit.\nYou should almost ALWAYS use this tool before using the read_file or edit_file tools.","name":"ls","parameters":{"properties":{"path":{"description":"Absolute path to the directory to list. Must be absolute, not relative.","type":"string"}},"required":["path"],"type":"object"}},"type":"function"},{"function":{"description":"Reads a file from the filesystem.\n\nAssume this tool is able to read all files. If the User provides a path to a file assume that path is valid. It is okay to read a file that does not exist; an error will be returned.\n\nUsage:\n- By default, it reads up to 100 lines starting from the beginning of the file\n- **IMPORTANT for large files and codebase exploration**: Use pagination with offset and limit parameters to avoid context overflow\n    - First scan: read_file(file_path=\"...\", limit=100) to see file structure\n    - Read more sections: read_file(file_path=\"...\", offset=100, limit=200) for next 200 lines\n    - Only omit limit (read full file) when necessary for editing\n- Specify offset and limit: read_file(file_path=\"...\", offset=0, limit=100) reads first 100 lines\n- Results are returned using cat -n format, with line numbers starting at 1\n- Lines longer than 5,000 characters will be split into multiple lines with continuation markers (e.g., 5.1, 5.2, etc.). `limit` applies to source lines, so continuation rows do not consume the budget.\n- You have the capability to call multiple tools in a single response. It is always better to speculatively read multiple files as a batch that are potentially useful.\n- If you read a file that exists but has empty contents you will receive a system reminder warning in place of file contents.\n- Image files (`.png`, `.jpg`, `.jpeg`, `.gif`, `.webp`, etc.), audio and video files, and PDFs are returned as multimodal content blocks (see https://docs.langchain.com/oss/python/langchain/messages#multimodal).\n\nFor multimodal reads (image, audio, video, PDF, etc.):\n- Use `read_file(file_path=...)`\n- Do NOT use `offset`/`limit` for images (pagination is text-only)\n- If file details were compacted from history, call `read_file` again on the same path\n\n- You should ALWAYS make sure a file has been read before editing it.","name":"read_file","parameters":{"properties":{"file_path":{"description":"Absolute path to the file to read. Must be absolute, not relative.","type":"string"},"limit":{"default":100,"description":"Maximum number of lines to read. Use for pagination of large files.","type":"integer"},"offset":{"default":0,"description":"Line number to start reading from (0-indexed). Use for pagination of large files.","type":"integer"}},"required":["file_path"],"type":"object"}},"type":"function"},{"function":{"description":"Writes to a new file in the filesystem.\n\nUsage:\n- The write_file tool will create the a new file.\n- Prefer to edit existing files (with the edit_file tool) over creating new ones when possible.","name":"write_file","parameters":{"properties":{"content":{"description":"The text content to write to the file. This parameter is required.","type":"string"},"file_path":{"description":"Absolute path where the file should be created. Must be absolute, not relative.","type":"string"}},"required":["file_path","content"],"type":"object"}},"type":"function"},{"function":{"description":"Performs exact string replacements in files.\n\nUsage:\n- You must read the file before editing. This tool will error if you attempt an edit without reading the file first.\n- When editing, preserve the exact indentation (tabs/spaces) from the read output. Never include line number prefixes in old_string or new_string.\n- ALWAYS prefer editing existing files over creating new ones.\n- Only use emojis if the user explicitly requests it.","name":"edit_file","parameters":{"properties":{"file_path":{"description":"Absolute path to the file to edit. Must be absolute, not relative.","type":"string"},"new_string":{"description":"The text to replace old_string with. Must be different from old_string.","type":"string"},"old_string":{"description":"The exact text to find and replace. Must be unique in the file unless replace_all is True.","type":"string"},"replace_all":{"default":false,"description":"If True, replace all occurrences of old_string. 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Defaults to the backend's default root."},"pattern":{"description":"Glob pattern to match files (e.g., '**/*.py', '*.txt', '/subdir/**/*.md').","type":"string"}},"required":["pattern"],"type":"object"}},"type":"function"},{"function":{"description":"Search for a text pattern across files.\n\nSearches for literal text (not regex) and returns matching files or content based on output_mode.\nSpecial characters like parentheses, brackets, pipes, etc. are treated as literal characters, not regex operators.\n\nExamples:\n- Search all files: `grep(pattern=\"TODO\")`\n- Search Python files only: `grep(pattern=\"import\", glob=\"*.py\")`\n- Show matching lines: `grep(pattern=\"error\", output_mode=\"content\")`\n- Search for code with special chars: `grep(pattern=\"def __init__(self):\")`","name":"grep","parameters":{"properties":{"glob":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Glob pattern to filter which files to search (e.g., '*.py')."},"output_mode":{"default":"files_with_matches","description":"Output format: 'files_with_matches' (file paths only, default), 'content' (matching lines with context), 'count' (match counts per file).","enum":["files_with_matches","content","count"],"type":"string"},"path":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Directory to search in. 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Launch multiple agents concurrently whenever possible, to maximize performance; to do that, use a single message with multiple tool uses\n2. When the agent is done, it will return a single message back to you. The result returned by the agent is not visible to the user. To show the user the result, you should send a text message back to the user with a concise summary of the result.\n3. Each agent invocation is stateless. You will not be able to send additional messages to the agent, nor will the agent be able to communicate with you outside of its final report. Therefore, your prompt should contain a highly detailed task description for the agent to perform autonomously and you should specify exactly what information the agent should return back to you in its final and only message to you.\n4. The agent's outputs should generally be trusted\n5. Clearly tell the agent whether you expect it to create content, perform analysis, or just do research (search, file reads, web fetches, etc.), since it is not aware of the user's intent\n6. If the agent description mentions that it should be used proactively, then you should try your best to use it without the user having to ask for it first. Use your judgement.\n7. When only the general-purpose agent is provided, you should use it for all tasks. It is great for isolating context and token usage, and completing specific, complex tasks, as it has all the same capabilities as the main agent.\n\n### Example usage of the general-purpose agent:\n\n<example_agent_descriptions>\n\"general-purpose\": use this agent for general purpose tasks, it has access to all tools as the main agent.\n</example_agent_descriptions>\n\n<example>\nUser: \"I want to conduct research on the accomplishments of Lebron James, Michael Jordan, and Kobe Bryant, and then compare them.\"\nAssistant: *Uses the task tool in parallel to conduct isolated research on each of the three players*\nAssistant: *Synthesizes the results of the three isolated research tasks and responds to the User*\n<commentary>\nResearch is a complex, multi-step task in it of itself.\nThe research of each individual player is not dependent on the research of the other players.\nThe assistant uses the task tool to break down the complex objective into three isolated tasks.\nEach research task only needs to worry about context and tokens about one player, then returns synthesized information about each player as the Tool Result.\nThis means each research task can dive deep and spend tokens and context deeply researching each player, but the final result is synthesized information, and saves us tokens in the long run when comparing the players to each other.\n</commentary>\n</example>\n\n<example>\nUser: \"Analyze a single large code repository for security vulnerabilities and generate a report.\"\nAssistant: *Launches a single `task` subagent for the repository analysis*\nAssistant: *Receives report and integrates results into final summary*\n<commentary>\nSubagent is used to isolate a large, context-heavy task, even though there is only one. This prevents the main thread from being overloaded with details.\nIf the user then asks followup questions, we have a concise report to reference instead of the entire history of analysis and tool calls, which is good and saves us time and money.\n</commentary>\n</example>\n\n<example>\nUser: \"Schedule two meetings for me and prepare agendas for each.\"\nAssistant: *Calls the task tool in parallel to launch two `task` subagents (one per meeting) to prepare agendas*\nAssistant: *Returns final schedules and agendas*\n<commentary>\nTasks are simple individually, but subagents help silo agenda preparation.\nEach subagent only needs to worry about the agenda for one meeting.\n</commentary>\n</example>\n\n<example>\nUser: \"I want to order a pizza from Dominos, order a burger from McDonald's, and order a salad from Subway.\"\nAssistant: *Calls tools directly in parallel to order a pizza from Dominos, a burger from McDonald's, and a salad from Subway*\n<commentary>\nThe assistant did not use the task tool because the objective is super simple and clear and only requires a few trivial tool calls.\nIt is better to just complete the task directly and NOT use the `task` tool.\n</commentary>\n</example>\n\n### Example usage with custom agents:\n\n<example_agent_descriptions>\n\"content-reviewer\": use this agent after you are done creating significant content or documents\n\"greeting-responder\": use this agent when to respond to user greetings with a friendly joke\n\"research-analyst\": use this agent to conduct thorough research on complex topics\n</example_agent_descriptions>\n\n<example>\nuser: \"Please write a function that checks if a number is prime\"\nassistant: Sure let me write a function that checks if a number is prime\nassistant: First let me use the Write tool to write a function that checks if a number is prime\nassistant: I'm going to use the Write tool to write the following code:\n<code>\nfunction isPrime(n) {\n  if (n <= 1) return false\n  for (let i = 2; i * i <= n; i++) {\n    if (n % i === 0) return false\n  }\n  return true\n}\n</code>\n<commentary>\nSince significant content was created and the task was completed, now use the content-reviewer agent to review the work\n</commentary>\nassistant: Now let me use the content-reviewer agent to review the code\nassistant: Uses the Task tool to launch with the content-reviewer agent\n</example>\n\n<example>\nuser: \"Can you help me research the environmental impact of different renewable energy sources and create a comprehensive report?\"\n<commentary>\nThis is a complex research task that would benefit from using the research-analyst agent to conduct thorough analysis\n</commentary>\nassistant: I'll help you research the environmental impact of renewable energy sources. Let me use the research-analyst agent to conduct comprehensive research on this topic.\nassistant: Uses the Task tool to launch with the research-analyst agent, providing detailed instructions about what research to conduct and what format the report should take\n</example>\n\n<example>\nuser: \"Hello\"\n<commentary>\nSince the user is greeting, use the greeting-responder agent to respond with a friendly joke\n</commentary>\nassistant: \"I'm going to use the Task tool to launch with the greeting-responder agent\"\n</example>","name":"task","parameters":{"properties":{"description":{"description":"A detailed description of the task for the subagent to perform autonomously. Include all necessary context and specify the expected output format.","type":"string"},"subagent_type":{"description":"The type of subagent to use. 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"EVENT_TYPE_ACTIVITY_TASK_SCHEDULED", + "taskId": "1048631", + "activityTaskScheduledEventAttributes": { + "activityId": "3", + "activityType": { + "name": "deepagents.invoke_model" + }, + "taskQueue": { + "name": "rec", + "kind": "TASK_QUEUE_KIND_NORMAL" + }, + "header": {}, + "input": { + "payloads": [ + { + "metadata": { + "encoding": "anNvbi9wbGFpbg==" + }, + "data": "{"bind_kwargs":{},"config":{},"messages":[{"id":["langchain","schema","messages","SystemMessage"],"kwargs":{"content":[{"text":"You are a deep agent, an AI assistant that helps users accomplish tasks using tools. You respond with text and tool calls. The user can see your responses and tool outputs in real time.\n\n## Core Behavior\n\n- Be concise and direct. Don't over-explain unless asked.\n- NEVER add unnecessary preamble (\"Sure!\", \"Great question!\", \"I'll now...\").\n- Don't say \"I'll now do X\" \u2014 just do it.\n- If the request is underspecified, ask only the minimum followup needed to take the next useful action.\n- If asked how to approach something, explain first, then act.\n\n## Professional Objectivity\n\n- Prioritize accuracy over validating the user's beliefs\n- Disagree respectfully when the user is incorrect\n- Avoid unnecessary superlatives, praise, or emotional validation\n\n## Doing Tasks\n\nWhen the user asks you to do something:\n\n1. **Understand first** \u2014 read relevant files, check existing patterns. Quick but thorough \u2014 gather enough evidence to start, then iterate.\n2. **Act** \u2014 implement the solution. Work quickly but accurately.\n3. **Verify** \u2014 check your work against what was asked, not against your own output. Your first attempt is rarely correct \u2014 iterate.\n\nKeep working until the task is fully complete. Don't stop partway and explain what you would do \u2014 just do it. Only yield back to the user when the task is done or you're genuinely blocked.\n\n**When things go wrong:**\n\n- If something fails repeatedly, stop and analyze *why* \u2014 don't keep retrying the same approach.\n- If you're blocked, tell the user what's wrong and ask for guidance.\n\n## Clarifying Requests\n\n- Do not ask for details the user already supplied.\n- Use reasonable defaults when the request clearly implies them.\n- Prioritize missing semantics like content, delivery, detail level, or alert criteria.\n- Avoid opening with a long explanation of tool, scheduling, or integration limitations when a concise blocking followup question would move the task forward.\n- Ask domain-defining questions before implementation questions.\n- For monitoring or alerting requests, ask what signals, thresholds, or conditions should trigger an alert.\n\n## Progress Updates\n\nFor longer tasks, provide brief progress updates at reasonable intervals \u2014 a concise sentence recapping what you've done and what's next.","type":"text"},{"text":"\n\n## `write_todos`\n\nYou have access to the `write_todos` tool to help you manage and plan complex objectives.\nUse this tool for complex objectives to ensure that you are tracking each necessary step.\nThis tool is very helpful for planning complex objectives, and for breaking down these larger complex objectives into smaller steps.\n\nIt is critical that you mark todos as completed as soon as you are done with a step. Do not batch up multiple steps before marking them as completed.\nFor simple objectives that only require a few steps, it is better to just complete the objective directly and NOT use this tool.\nWriting todos takes time and tokens, use it when it is helpful for managing complex many-step problems! But not for simple few-step requests.\n\n## Important To-Do List Usage Notes to Remember\n\n- The `write_todos` tool should never be called multiple times in parallel.\n- Don't be afraid to revise the To-Do list as you go. New information may reveal new tasks that need to be done, or old tasks that are irrelevant.\n\n## Finishing a task\n\nWhen you finish all work, write your final answer in the message AFTER your last `write_todos` call \u2014 not in the same turn as that call. Start the final message with the substantive content the user asked for \u2014 the data, computation, summary, or analysis. The user wants the result, not confirmation that the work is done.","type":"text"},{"text":"\n\n## Following Conventions\n\n- Read files before editing \u2014 understand existing content before making changes\n- Mimic existing style, naming conventions, and patterns\n\n## Filesystem Tools `ls`, `read_file`, `write_file`, `edit_file`, `glob`, `grep`\n\nYou have access to a filesystem which you can interact with using these tools.\nAll file paths must start with a /. Follow the tool docs for the available tools, and use pagination (offset/limit) when reading large files.\n\n- ls: list files in a directory (requires absolute path)\n- read_file: read a file from the filesystem\n- write_file: write to a file in the filesystem\n- edit_file: edit a file in the filesystem\n- glob: find files matching a pattern (e.g., \"**/*.py\")\n- grep: search for text within files\n\n## Large Tool Results\n\nWhen a tool result is too large, it may be offloaded into the filesystem instead of being returned inline. In those cases, use `read_file` to inspect the saved result in chunks, or use `grep` within `/large_tool_results/` if you need to search across offloaded tool results and do not know the exact file path. Offloaded tool results are stored under `/large_tool_results/<tool_call_id>`.","type":"text"},{"text":"\n\n## `task` (subagent spawner)\n\nYou have access to a `task` tool to launch short-lived subagents that handle isolated tasks. These agents are ephemeral \u2014 they live only for the duration of the task and return a single result.\n\nWhen to use the task tool:\n\n- When a task is complex and multi-step, and can be fully delegated in isolation\n- When a task is independent of other tasks and can run in parallel\n- When a task requires focused reasoning or heavy token/context usage that would bloat the orchestrator thread\n- When sandboxing improves reliability (e.g. code execution, structured searches, data formatting)\n- When you only care about the output of the subagent, and not the intermediate steps (ex. performing a lot of research and then returned a synthesized report, performing a series of computations or lookups to achieve a concise, relevant answer.)\n\nSubagent lifecycle:\n\n1. **Spawn** \u2192 Provide clear role, instructions, and expected output\n2. **Run** \u2192 The subagent completes the task autonomously\n3. **Return** \u2192 The subagent provides a single structured result\n4. **Reconcile** \u2192 Incorporate or synthesize the result into the main thread\n\nWhen NOT to use the task tool:\n\n- If you need to see the intermediate reasoning or steps after the subagent has completed (the task tool hides them)\n- If the task is trivial (a few tool calls or simple lookup)\n- If delegating does not reduce token usage, complexity, or context switching\n- If splitting would add latency without benefit\n\n## Important Task Tool Usage Notes to Remember\n\n- Whenever possible, parallelize the work that you do. This is true for both tool_calls, and for tasks. Whenever you have independent steps to complete - make tool_calls, or kick off tasks (subagents) in parallel to accomplish them faster. This saves time for the user, which is incredibly important.\n- Remember to use the `task` tool to silo independent tasks within a multi-part objective.\n- You should use the `task` tool whenever you have a complex task that will take multiple steps, and is independent from other tasks that the agent needs to complete. These agents are highly competent and efficient.\n\nAvailable subagent types:\n\n- general-purpose: General-purpose agent for researching complex questions, searching for files and content, and executing multi-step tasks. When you are searching for a keyword or file and are not confident that you will find the right match in the first few tries use this agent to perform the search for you. This agent has access to all tools as the main agent.","type":"text"}],"type":"system"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","HumanMessage"],"kwargs":{"content":"Check Paris twice.","id":"160f3a65-e706-44c1-8c57-caa2b03d06e8","type":"human"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","AIMessage"],"kwargs":{"content":"","id":"lc_run--01a08ebf-18be-7131-a193-3b095824cd0f-0","invalid_tool_calls":[],"tool_calls":[{"args":{"city":"Paris"},"id":"first-call","name":"pairing_weather","type":"tool_call"}],"type":"ai"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","ToolMessage"],"kwargs":{"content":"weather:Paris","id":"20866102-2fe3-4bd2-bb48-c8b9f75540a3","name":"pairing_weather","status":"success","tool_call_id":"first-call","type":"tool"},"lc":1,"type":"constructor"}],"model_name":"fake:model","streaming_topic":null,"tool_schemas":[{"function":{"description":"Use this tool to create and manage a structured task list for your current work session. This helps you track progress and organize complex tasks.\n\nOnly use this tool if you think it will be helpful in staying organized. If the user's request is trivial and takes less than 3 steps, it is better to NOT use this tool and just do the task directly.\n\n## When to Use This Tool\n\nUse this tool in these scenarios:\n\n1. Complex multi-step tasks - When a task requires 3 or more distinct steps or actions\n2. Non-trivial and complex tasks - Tasks that require careful planning or multiple operations\n3. User explicitly requests todo list - When the user directly asks you to use the todo list\n4. User provides multiple tasks - When users provide a list of things to be done (numbered or comma-separated)\n5. The plan may need future revisions or updates based on results from the first few steps\n\n## How to Use This Tool\n\n1. When you start working on a task - Mark it as in_progress BEFORE beginning work.\n2. After completing a task - Mark it as completed and add any new follow-up tasks discovered during implementation.\n3. You can also update future tasks, such as deleting them if they are no longer necessary, or adding new tasks that are necessary. Don't change previously completed tasks.\n4. You can make several updates to the todo list at once. For example, when you complete a task, you can mark the next task you need to start as in_progress.\n\n## When NOT to Use This Tool\n\nIt is important to skip using this tool when:\n1. There is only a single, straightforward task\n2. The task is trivial and tracking it provides no benefit\n3. The task can be completed in less than 3 trivial steps\n4. The task is purely conversational or informational\n\n## Task States and Management\n\n1. **Task States**: Use these states to track progress:\n    - pending: Task not yet started\n    - in_progress: Currently working on (you can have multiple tasks in_progress at a time if they are not related to each other and can be run in parallel)\n    - completed: Task finished successfully\n\n2. **Task Management**:\n    - Update task status in real-time as you work\n    - Mark tasks complete IMMEDIATELY after finishing (don't batch completions)\n    - Complete current tasks before starting new ones\n    - Remove tasks that are no longer relevant from the list entirely\n    - IMPORTANT: When you write this todo list, you should mark your first task (or tasks) as in_progress immediately!.\n    - IMPORTANT: Unless all tasks are completed, you should always have at least one task in_progress.\n\n3. **Task Completion Requirements**:\n    - ONLY mark a task as completed when you have FULLY accomplished it\n    - If you encounter errors, blockers, or cannot finish, keep the task as in_progress\n    - When blocked, create a new task describing what needs to be resolved\n    - Never mark a task as completed if:\n        - There are unresolved issues or errors\n        - Work is partial or incomplete\n        - You encountered blockers that prevent completion\n        - You couldn't find necessary resources or dependencies\n        - Quality standards haven't been met\n\n4. **Task Breakdown**:\n    - Create specific, actionable items\n    - Break complex tasks into smaller, manageable steps\n    - Use clear, descriptive task names\n\nBeing proactive with task management ensures you complete all requirements successfully\nRemember: If you only need to make a few tool calls to complete a task, and it is clear what you need to do, it is better to just do the task directly and NOT call this tool at all.\n\n## When You Finish\n\n`write_todos` tracks your work; it does not deliver the answer. Whatever the user asked for \u2014 computations, summaries, comparisons, data \u2014 must appear as text content in a message after your final `write_todos` call. Marking the last todo complete is not itself an answer to the user.","name":"write_todos","parameters":{"properties":{"todos":{"items":{"description":"A single todo item with content and status.","properties":{"content":{"type":"string"},"status":{"enum":["pending","in_progress","completed"],"type":"string"}},"required":["content","status"],"type":"object"},"type":"array"}},"required":["todos"],"type":"object"}},"type":"function"},{"function":{"description":"Lists all files in a directory.\n\nThis is useful for exploring the filesystem and finding the right file to read or edit.\nYou should almost ALWAYS use this tool before using the read_file or edit_file tools.","name":"ls","parameters":{"properties":{"path":{"description":"Absolute path to the directory to list. Must be absolute, not relative.","type":"string"}},"required":["path"],"type":"object"}},"type":"function"},{"function":{"description":"Reads a file from the filesystem.\n\nAssume this tool is able to read all files. If the User provides a path to a file assume that path is valid. It is okay to read a file that does not exist; an error will be returned.\n\nUsage:\n- By default, it reads up to 100 lines starting from the beginning of the file\n- **IMPORTANT for large files and codebase exploration**: Use pagination with offset and limit parameters to avoid context overflow\n    - First scan: read_file(file_path=\"...\", limit=100) to see file structure\n    - Read more sections: read_file(file_path=\"...\", offset=100, limit=200) for next 200 lines\n    - Only omit limit (read full file) when necessary for editing\n- Specify offset and limit: read_file(file_path=\"...\", offset=0, limit=100) reads first 100 lines\n- Results are returned using cat -n format, with line numbers starting at 1\n- Lines longer than 5,000 characters will be split into multiple lines with continuation markers (e.g., 5.1, 5.2, etc.). `limit` applies to source lines, so continuation rows do not consume the budget.\n- You have the capability to call multiple tools in a single response. It is always better to speculatively read multiple files as a batch that are potentially useful.\n- If you read a file that exists but has empty contents you will receive a system reminder warning in place of file contents.\n- Image files (`.png`, `.jpg`, `.jpeg`, `.gif`, `.webp`, etc.), audio and video files, and PDFs are returned as multimodal content blocks (see https://docs.langchain.com/oss/python/langchain/messages#multimodal).\n\nFor multimodal reads (image, audio, video, PDF, etc.):\n- Use `read_file(file_path=...)`\n- Do NOT use `offset`/`limit` for images (pagination is text-only)\n- If file details were compacted from history, call `read_file` again on the same path\n\n- You should ALWAYS make sure a file has been read before editing it.","name":"read_file","parameters":{"properties":{"file_path":{"description":"Absolute path to the file to read. Must be absolute, not relative.","type":"string"},"limit":{"default":100,"description":"Maximum number of lines to read. Use for pagination of large files.","type":"integer"},"offset":{"default":0,"description":"Line number to start reading from (0-indexed). Use for pagination of large files.","type":"integer"}},"required":["file_path"],"type":"object"}},"type":"function"},{"function":{"description":"Writes to a new file in the filesystem.\n\nUsage:\n- The write_file tool will create the a new file.\n- Prefer to edit existing files (with the edit_file tool) over creating new ones when possible.","name":"write_file","parameters":{"properties":{"content":{"description":"The text content to write to the file. This parameter is required.","type":"string"},"file_path":{"description":"Absolute path where the file should be created. Must be absolute, not relative.","type":"string"}},"required":["file_path","content"],"type":"object"}},"type":"function"},{"function":{"description":"Performs exact string replacements in files.\n\nUsage:\n- You must read the file before editing. This tool will error if you attempt an edit without reading the file first.\n- When editing, preserve the exact indentation (tabs/spaces) from the read output. Never include line number prefixes in old_string or new_string.\n- ALWAYS prefer editing existing files over creating new ones.\n- Only use emojis if the user explicitly requests it.","name":"edit_file","parameters":{"properties":{"file_path":{"description":"Absolute path to the file to edit. Must be absolute, not relative.","type":"string"},"new_string":{"description":"The text to replace old_string with. Must be different from old_string.","type":"string"},"old_string":{"description":"The exact text to find and replace. Must be unique in the file unless replace_all is True.","type":"string"},"replace_all":{"default":false,"description":"If True, replace all occurrences of old_string. If False (default), old_string must be unique.","type":"boolean"}},"required":["file_path","old_string","new_string"],"type":"object"}},"type":"function"},{"function":{"description":"Find files matching a glob pattern.\n\nSupports standard glob patterns: `*` (any characters), `**` (any directories), `?` (single character).\nReturns a list of absolute file paths that match the pattern.\n\nExamples:\n- `**/*.py` - Find all Python files\n- `*.txt` - Find all text files in the backend's default root\n- `/subdir/**/*.md` - Find all markdown files under /subdir","name":"glob","parameters":{"properties":{"path":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Base directory to search from. Defaults to the backend's default root."},"pattern":{"description":"Glob pattern to match files (e.g., '**/*.py', '*.txt', '/subdir/**/*.md').","type":"string"}},"required":["pattern"],"type":"object"}},"type":"function"},{"function":{"description":"Search for a text pattern across files.\n\nSearches for literal text (not regex) and returns matching files or content based on output_mode.\nSpecial characters like parentheses, brackets, pipes, etc. are treated as literal characters, not regex operators.\n\nExamples:\n- Search all files: `grep(pattern=\"TODO\")`\n- Search Python files only: `grep(pattern=\"import\", glob=\"*.py\")`\n- Show matching lines: `grep(pattern=\"error\", output_mode=\"content\")`\n- Search for code with special chars: `grep(pattern=\"def __init__(self):\")`","name":"grep","parameters":{"properties":{"glob":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Glob pattern to filter which files to search (e.g., '*.py')."},"output_mode":{"default":"files_with_matches","description":"Output format: 'files_with_matches' (file paths only, default), 'content' (matching lines with context), 'count' (match counts per file).","enum":["files_with_matches","content","count"],"type":"string"},"path":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Directory to search in. Defaults to current working directory."},"pattern":{"description":"Text pattern to search for (literal string, not regex).","type":"string"}},"required":["pattern"],"type":"object"}},"type":"function"},{"function":{"description":"Launch an ephemeral subagent to handle complex, multi-step independent tasks with isolated context windows.\n\nAvailable agent types and the tools they have access to:\n- general-purpose: General-purpose agent for researching complex questions, searching for files and content, and executing multi-step tasks. When you are searching for a keyword or file and are not confident that you will find the right match in the first few tries use this agent to perform the search for you. This agent has access to all tools as the main agent.\n\nWhen using the Task tool, you must specify a subagent_type parameter to select which agent type to use.\n\n## Usage notes:\n1. Launch multiple agents concurrently whenever possible, to maximize performance; to do that, use a single message with multiple tool uses\n2. When the agent is done, it will return a single message back to you. The result returned by the agent is not visible to the user. To show the user the result, you should send a text message back to the user with a concise summary of the result.\n3. Each agent invocation is stateless. You will not be able to send additional messages to the agent, nor will the agent be able to communicate with you outside of its final report. Therefore, your prompt should contain a highly detailed task description for the agent to perform autonomously and you should specify exactly what information the agent should return back to you in its final and only message to you.\n4. The agent's outputs should generally be trusted\n5. Clearly tell the agent whether you expect it to create content, perform analysis, or just do research (search, file reads, web fetches, etc.), since it is not aware of the user's intent\n6. If the agent description mentions that it should be used proactively, then you should try your best to use it without the user having to ask for it first. Use your judgement.\n7. When only the general-purpose agent is provided, you should use it for all tasks. It is great for isolating context and token usage, and completing specific, complex tasks, as it has all the same capabilities as the main agent.\n\n### Example usage of the general-purpose agent:\n\n<example_agent_descriptions>\n\"general-purpose\": use this agent for general purpose tasks, it has access to all tools as the main agent.\n</example_agent_descriptions>\n\n<example>\nUser: \"I want to conduct research on the accomplishments of Lebron James, Michael Jordan, and Kobe Bryant, and then compare them.\"\nAssistant: *Uses the task tool in parallel to conduct isolated research on each of the three players*\nAssistant: *Synthesizes the results of the three isolated research tasks and responds to the User*\n<commentary>\nResearch is a complex, multi-step task in it of itself.\nThe research of each individual player is not dependent on the research of the other players.\nThe assistant uses the task tool to break down the complex objective into three isolated tasks.\nEach research task only needs to worry about context and tokens about one player, then returns synthesized information about each player as the Tool Result.\nThis means each research task can dive deep and spend tokens and context deeply researching each player, but the final result is synthesized information, and saves us tokens in the long run when comparing the players to each other.\n</commentary>\n</example>\n\n<example>\nUser: \"Analyze a single large code repository for security vulnerabilities and generate a report.\"\nAssistant: *Launches a single `task` subagent for the repository analysis*\nAssistant: *Receives report and integrates results into final summary*\n<commentary>\nSubagent is used to isolate a large, context-heavy task, even though there is only one. This prevents the main thread from being overloaded with details.\nIf the user then asks followup questions, we have a concise report to reference instead of the entire history of analysis and tool calls, which is good and saves us time and money.\n</commentary>\n</example>\n\n<example>\nUser: \"Schedule two meetings for me and prepare agendas for each.\"\nAssistant: *Calls the task tool in parallel to launch two `task` subagents (one per meeting) to prepare agendas*\nAssistant: *Returns final schedules and agendas*\n<commentary>\nTasks are simple individually, but subagents help silo agenda preparation.\nEach subagent only needs to worry about the agenda for one meeting.\n</commentary>\n</example>\n\n<example>\nUser: \"I want to order a pizza from Dominos, order a burger from McDonald's, and order a salad from Subway.\"\nAssistant: *Calls tools directly in parallel to order a pizza from Dominos, a burger from McDonald's, and a salad from Subway*\n<commentary>\nThe assistant did not use the task tool because the objective is super simple and clear and only requires a few trivial tool calls.\nIt is better to just complete the task directly and NOT use the `task` tool.\n</commentary>\n</example>\n\n### Example usage with custom agents:\n\n<example_agent_descriptions>\n\"content-reviewer\": use this agent after you are done creating significant content or documents\n\"greeting-responder\": use this agent when to respond to user greetings with a friendly joke\n\"research-analyst\": use this agent to conduct thorough research on complex topics\n</example_agent_descriptions>\n\n<example>\nuser: \"Please write a function that checks if a number is prime\"\nassistant: Sure let me write a function that checks if a number is prime\nassistant: First let me use the Write tool to write a function that checks if a number is prime\nassistant: I'm going to use the Write tool to write the following code:\n<code>\nfunction isPrime(n) {\n  if (n <= 1) return false\n  for (let i = 2; i * i <= n; i++) {\n    if (n % i === 0) return false\n  }\n  return true\n}\n</code>\n<commentary>\nSince significant content was created and the task was completed, now use the content-reviewer agent to review the work\n</commentary>\nassistant: Now let me use the content-reviewer agent to review the code\nassistant: Uses the Task tool to launch with the content-reviewer agent\n</example>\n\n<example>\nuser: \"Can you help me research the environmental impact of different renewable energy sources and create a comprehensive report?\"\n<commentary>\nThis is a complex research task that would benefit from using the research-analyst agent to conduct thorough analysis\n</commentary>\nassistant: I'll help you research the environmental impact of renewable energy sources. Let me use the research-analyst agent to conduct comprehensive research on this topic.\nassistant: Uses the Task tool to launch with the research-analyst agent, providing detailed instructions about what research to conduct and what format the report should take\n</example>\n\n<example>\nuser: \"Hello\"\n<commentary>\nSince the user is greeting, use the greeting-responder agent to respond with a friendly joke\n</commentary>\nassistant: \"I'm going to use the Task tool to launch with the greeting-responder agent\"\n</example>","name":"task","parameters":{"properties":{"description":{"description":"A detailed description of the task for the subagent to perform autonomously. Include all necessary context and specify the expected output format.","type":"string"},"subagent_type":{"description":"The type of subagent to use. 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You respond with text and tool calls. The user can see your responses and tool outputs in real time.\n\n## Core Behavior\n\n- Be concise and direct. Don't over-explain unless asked.\n- NEVER add unnecessary preamble (\"Sure!\", \"Great question!\", \"I'll now...\").\n- Don't say \"I'll now do X\" \u2014 just do it.\n- If the request is underspecified, ask only the minimum followup needed to take the next useful action.\n- If asked how to approach something, explain first, then act.\n\n## Professional Objectivity\n\n- Prioritize accuracy over validating the user's beliefs\n- Disagree respectfully when the user is incorrect\n- Avoid unnecessary superlatives, praise, or emotional validation\n\n## Doing Tasks\n\nWhen the user asks you to do something:\n\n1. **Understand first** \u2014 read relevant files, check existing patterns. Quick but thorough \u2014 gather enough evidence to start, then iterate.\n2. **Act** \u2014 implement the solution. Work quickly but accurately.\n3. **Verify** \u2014 check your work against what was asked, not against your own output. Your first attempt is rarely correct \u2014 iterate.\n\nKeep working until the task is fully complete. Don't stop partway and explain what you would do \u2014 just do it. Only yield back to the user when the task is done or you're genuinely blocked.\n\n**When things go wrong:**\n\n- If something fails repeatedly, stop and analyze *why* \u2014 don't keep retrying the same approach.\n- If you're blocked, tell the user what's wrong and ask for guidance.\n\n## Clarifying Requests\n\n- Do not ask for details the user already supplied.\n- Use reasonable defaults when the request clearly implies them.\n- Prioritize missing semantics like content, delivery, detail level, or alert criteria.\n- Avoid opening with a long explanation of tool, scheduling, or integration limitations when a concise blocking followup question would move the task forward.\n- Ask domain-defining questions before implementation questions.\n- For monitoring or alerting requests, ask what signals, thresholds, or conditions should trigger an alert.\n\n## Progress Updates\n\nFor longer tasks, provide brief progress updates at reasonable intervals \u2014 a concise sentence recapping what you've done and what's next.","type":"text"},{"text":"\n\n## `write_todos`\n\nYou have access to the `write_todos` tool to help you manage and plan complex objectives.\nUse this tool for complex objectives to ensure that you are tracking each necessary step.\nThis tool is very helpful for planning complex objectives, and for breaking down these larger complex objectives into smaller steps.\n\nIt is critical that you mark todos as completed as soon as you are done with a step. Do not batch up multiple steps before marking them as completed.\nFor simple objectives that only require a few steps, it is better to just complete the objective directly and NOT use this tool.\nWriting todos takes time and tokens, use it when it is helpful for managing complex many-step problems! But not for simple few-step requests.\n\n## Important To-Do List Usage Notes to Remember\n\n- The `write_todos` tool should never be called multiple times in parallel.\n- Don't be afraid to revise the To-Do list as you go. New information may reveal new tasks that need to be done, or old tasks that are irrelevant.\n\n## Finishing a task\n\nWhen you finish all work, write your final answer in the message AFTER your last `write_todos` call \u2014 not in the same turn as that call. Start the final message with the substantive content the user asked for \u2014 the data, computation, summary, or analysis. The user wants the result, not confirmation that the work is done.","type":"text"},{"text":"\n\n## Following Conventions\n\n- Read files before editing \u2014 understand existing content before making changes\n- Mimic existing style, naming conventions, and patterns\n\n## Filesystem Tools `ls`, `read_file`, `write_file`, `edit_file`, `glob`, `grep`\n\nYou have access to a filesystem which you can interact with using these tools.\nAll file paths must start with a /. Follow the tool docs for the available tools, and use pagination (offset/limit) when reading large files.\n\n- ls: list files in a directory (requires absolute path)\n- read_file: read a file from the filesystem\n- write_file: write to a file in the filesystem\n- edit_file: edit a file in the filesystem\n- glob: find files matching a pattern (e.g., \"**/*.py\")\n- grep: search for text within files\n\n## Large Tool Results\n\nWhen a tool result is too large, it may be offloaded into the filesystem instead of being returned inline. In those cases, use `read_file` to inspect the saved result in chunks, or use `grep` within `/large_tool_results/` if you need to search across offloaded tool results and do not know the exact file path. Offloaded tool results are stored under `/large_tool_results/<tool_call_id>`.","type":"text"},{"text":"\n\n## `task` (subagent spawner)\n\nYou have access to a `task` tool to launch short-lived subagents that handle isolated tasks. These agents are ephemeral \u2014 they live only for the duration of the task and return a single result.\n\nWhen to use the task tool:\n\n- When a task is complex and multi-step, and can be fully delegated in isolation\n- When a task is independent of other tasks and can run in parallel\n- When a task requires focused reasoning or heavy token/context usage that would bloat the orchestrator thread\n- When sandboxing improves reliability (e.g. code execution, structured searches, data formatting)\n- When you only care about the output of the subagent, and not the intermediate steps (ex. performing a lot of research and then returned a synthesized report, performing a series of computations or lookups to achieve a concise, relevant answer.)\n\nSubagent lifecycle:\n\n1. **Spawn** \u2192 Provide clear role, instructions, and expected output\n2. **Run** \u2192 The subagent completes the task autonomously\n3. **Return** \u2192 The subagent provides a single structured result\n4. **Reconcile** \u2192 Incorporate or synthesize the result into the main thread\n\nWhen NOT to use the task tool:\n\n- If you need to see the intermediate reasoning or steps after the subagent has completed (the task tool hides them)\n- If the task is trivial (a few tool calls or simple lookup)\n- If delegating does not reduce token usage, complexity, or context switching\n- If splitting would add latency without benefit\n\n## Important Task Tool Usage Notes to Remember\n\n- Whenever possible, parallelize the work that you do. This is true for both tool_calls, and for tasks. Whenever you have independent steps to complete - make tool_calls, or kick off tasks (subagents) in parallel to accomplish them faster. This saves time for the user, which is incredibly important.\n- Remember to use the `task` tool to silo independent tasks within a multi-part objective.\n- You should use the `task` tool whenever you have a complex task that will take multiple steps, and is independent from other tasks that the agent needs to complete. These agents are highly competent and efficient.\n\nAvailable subagent types:\n\n- general-purpose: General-purpose agent for researching complex questions, searching for files and content, and executing multi-step tasks. When you are searching for a keyword or file and are not confident that you will find the right match in the first few tries use this agent to perform the search for you. This agent has access to all tools as the main agent.","type":"text"}],"type":"system"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","HumanMessage"],"kwargs":{"content":"Check Paris twice.","id":"160f3a65-e706-44c1-8c57-caa2b03d06e8","type":"human"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","AIMessage"],"kwargs":{"content":"","id":"lc_run--01a08ebf-18be-7131-a193-3b095824cd0f-0","invalid_tool_calls":[],"tool_calls":[{"args":{"city":"Paris"},"id":"first-call","name":"pairing_weather","type":"tool_call"}],"type":"ai"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","ToolMessage"],"kwargs":{"content":"weather:Paris","id":"20866102-2fe3-4bd2-bb48-c8b9f75540a3","name":"pairing_weather","status":"success","tool_call_id":"first-call","type":"tool"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","AIMessage"],"kwargs":{"content":"","id":"lc_run--01a08ebf-18d7-7881-8660-1042f7ebecb3-0","invalid_tool_calls":[],"tool_calls":[{"args":{"city":"Paris"},"id":"second-call","name":"pairing_weather","type":"tool_call"}],"type":"ai"},"lc":1,"type":"constructor"},{"id":["langchain","schema","messages","ToolMessage"],"kwargs":{"content":"weather:Paris","id":"3aabf22d-593f-4e36-97c4-f7c35c8ed912","name":"pairing_weather","status":"success","tool_call_id":"second-call","type":"tool"},"lc":1,"type":"constructor"}],"model_name":"fake:model","streaming_topic":null,"tool_schemas":[{"function":{"description":"Use this tool to create and manage a structured task list for your current work session. This helps you track progress and organize complex tasks.\n\nOnly use this tool if you think it will be helpful in staying organized. If the user's request is trivial and takes less than 3 steps, it is better to NOT use this tool and just do the task directly.\n\n## When to Use This Tool\n\nUse this tool in these scenarios:\n\n1. Complex multi-step tasks - When a task requires 3 or more distinct steps or actions\n2. Non-trivial and complex tasks - Tasks that require careful planning or multiple operations\n3. User explicitly requests todo list - When the user directly asks you to use the todo list\n4. User provides multiple tasks - When users provide a list of things to be done (numbered or comma-separated)\n5. The plan may need future revisions or updates based on results from the first few steps\n\n## How to Use This Tool\n\n1. When you start working on a task - Mark it as in_progress BEFORE beginning work.\n2. After completing a task - Mark it as completed and add any new follow-up tasks discovered during implementation.\n3. You can also update future tasks, such as deleting them if they are no longer necessary, or adding new tasks that are necessary. Don't change previously completed tasks.\n4. You can make several updates to the todo list at once. For example, when you complete a task, you can mark the next task you need to start as in_progress.\n\n## When NOT to Use This Tool\n\nIt is important to skip using this tool when:\n1. There is only a single, straightforward task\n2. The task is trivial and tracking it provides no benefit\n3. The task can be completed in less than 3 trivial steps\n4. The task is purely conversational or informational\n\n## Task States and Management\n\n1. **Task States**: Use these states to track progress:\n    - pending: Task not yet started\n    - in_progress: Currently working on (you can have multiple tasks in_progress at a time if they are not related to each other and can be run in parallel)\n    - completed: Task finished successfully\n\n2. **Task Management**:\n    - Update task status in real-time as you work\n    - Mark tasks complete IMMEDIATELY after finishing (don't batch completions)\n    - Complete current tasks before starting new ones\n    - Remove tasks that are no longer relevant from the list entirely\n    - IMPORTANT: When you write this todo list, you should mark your first task (or tasks) as in_progress immediately!.\n    - IMPORTANT: Unless all tasks are completed, you should always have at least one task in_progress.\n\n3. **Task Completion Requirements**:\n    - ONLY mark a task as completed when you have FULLY accomplished it\n    - If you encounter errors, blockers, or cannot finish, keep the task as in_progress\n    - When blocked, create a new task describing what needs to be resolved\n    - Never mark a task as completed if:\n        - There are unresolved issues or errors\n        - Work is partial or incomplete\n        - You encountered blockers that prevent completion\n        - You couldn't find necessary resources or dependencies\n        - Quality standards haven't been met\n\n4. **Task Breakdown**:\n    - Create specific, actionable items\n    - Break complex tasks into smaller, manageable steps\n    - Use clear, descriptive task names\n\nBeing proactive with task management ensures you complete all requirements successfully\nRemember: If you only need to make a few tool calls to complete a task, and it is clear what you need to do, it is better to just do the task directly and NOT call this tool at all.\n\n## When You Finish\n\n`write_todos` tracks your work; it does not deliver the answer. Whatever the user asked for \u2014 computations, summaries, comparisons, data \u2014 must appear as text content in a message after your final `write_todos` call. Marking the last todo complete is not itself an answer to the user.","name":"write_todos","parameters":{"properties":{"todos":{"items":{"description":"A single todo item with content and status.","properties":{"content":{"type":"string"},"status":{"enum":["pending","in_progress","completed"],"type":"string"}},"required":["content","status"],"type":"object"},"type":"array"}},"required":["todos"],"type":"object"}},"type":"function"},{"function":{"description":"Lists all files in a directory.\n\nThis is useful for exploring the filesystem and finding the right file to read or edit.\nYou should almost ALWAYS use this tool before using the read_file or edit_file tools.","name":"ls","parameters":{"properties":{"path":{"description":"Absolute path to the directory to list. Must be absolute, not relative.","type":"string"}},"required":["path"],"type":"object"}},"type":"function"},{"function":{"description":"Reads a file from the filesystem.\n\nAssume this tool is able to read all files. If the User provides a path to a file assume that path is valid. It is okay to read a file that does not exist; an error will be returned.\n\nUsage:\n- By default, it reads up to 100 lines starting from the beginning of the file\n- **IMPORTANT for large files and codebase exploration**: Use pagination with offset and limit parameters to avoid context overflow\n    - First scan: read_file(file_path=\"...\", limit=100) to see file structure\n    - Read more sections: read_file(file_path=\"...\", offset=100, limit=200) for next 200 lines\n    - Only omit limit (read full file) when necessary for editing\n- Specify offset and limit: read_file(file_path=\"...\", offset=0, limit=100) reads first 100 lines\n- Results are returned using cat -n format, with line numbers starting at 1\n- Lines longer than 5,000 characters will be split into multiple lines with continuation markers (e.g., 5.1, 5.2, etc.). `limit` applies to source lines, so continuation rows do not consume the budget.\n- You have the capability to call multiple tools in a single response. It is always better to speculatively read multiple files as a batch that are potentially useful.\n- If you read a file that exists but has empty contents you will receive a system reminder warning in place of file contents.\n- Image files (`.png`, `.jpg`, `.jpeg`, `.gif`, `.webp`, etc.), audio and video files, and PDFs are returned as multimodal content blocks (see https://docs.langchain.com/oss/python/langchain/messages#multimodal).\n\nFor multimodal reads (image, audio, video, PDF, etc.):\n- Use `read_file(file_path=...)`\n- Do NOT use `offset`/`limit` for images (pagination is text-only)\n- If file details were compacted from history, call `read_file` again on the same path\n\n- You should ALWAYS make sure a file has been read before editing it.","name":"read_file","parameters":{"properties":{"file_path":{"description":"Absolute path to the file to read. Must be absolute, not relative.","type":"string"},"limit":{"default":100,"description":"Maximum number of lines to read. Use for pagination of large files.","type":"integer"},"offset":{"default":0,"description":"Line number to start reading from (0-indexed). Use for pagination of large files.","type":"integer"}},"required":["file_path"],"type":"object"}},"type":"function"},{"function":{"description":"Writes to a new file in the filesystem.\n\nUsage:\n- The write_file tool will create the a new file.\n- Prefer to edit existing files (with the edit_file tool) over creating new ones when possible.","name":"write_file","parameters":{"properties":{"content":{"description":"The text content to write to the file. This parameter is required.","type":"string"},"file_path":{"description":"Absolute path where the file should be created. Must be absolute, not relative.","type":"string"}},"required":["file_path","content"],"type":"object"}},"type":"function"},{"function":{"description":"Performs exact string replacements in files.\n\nUsage:\n- You must read the file before editing. This tool will error if you attempt an edit without reading the file first.\n- When editing, preserve the exact indentation (tabs/spaces) from the read output. Never include line number prefixes in old_string or new_string.\n- ALWAYS prefer editing existing files over creating new ones.\n- Only use emojis if the user explicitly requests it.","name":"edit_file","parameters":{"properties":{"file_path":{"description":"Absolute path to the file to edit. Must be absolute, not relative.","type":"string"},"new_string":{"description":"The text to replace old_string with. Must be different from old_string.","type":"string"},"old_string":{"description":"The exact text to find and replace. Must be unique in the file unless replace_all is True.","type":"string"},"replace_all":{"default":false,"description":"If True, replace all occurrences of old_string. If False (default), old_string must be unique.","type":"boolean"}},"required":["file_path","old_string","new_string"],"type":"object"}},"type":"function"},{"function":{"description":"Find files matching a glob pattern.\n\nSupports standard glob patterns: `*` (any characters), `**` (any directories), `?` (single character).\nReturns a list of absolute file paths that match the pattern.\n\nExamples:\n- `**/*.py` - Find all Python files\n- `*.txt` - Find all text files in the backend's default root\n- `/subdir/**/*.md` - Find all markdown files under /subdir","name":"glob","parameters":{"properties":{"path":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Base directory to search from. Defaults to the backend's default root."},"pattern":{"description":"Glob pattern to match files (e.g., '**/*.py', '*.txt', '/subdir/**/*.md').","type":"string"}},"required":["pattern"],"type":"object"}},"type":"function"},{"function":{"description":"Search for a text pattern across files.\n\nSearches for literal text (not regex) and returns matching files or content based on output_mode.\nSpecial characters like parentheses, brackets, pipes, etc. are treated as literal characters, not regex operators.\n\nExamples:\n- Search all files: `grep(pattern=\"TODO\")`\n- Search Python files only: `grep(pattern=\"import\", glob=\"*.py\")`\n- Show matching lines: `grep(pattern=\"error\", output_mode=\"content\")`\n- Search for code with special chars: `grep(pattern=\"def __init__(self):\")`","name":"grep","parameters":{"properties":{"glob":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Glob pattern to filter which files to search (e.g., '*.py')."},"output_mode":{"default":"files_with_matches","description":"Output format: 'files_with_matches' (file paths only, default), 'content' (matching lines with context), 'count' (match counts per file).","enum":["files_with_matches","content","count"],"type":"string"},"path":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Directory to search in. Defaults to current working directory."},"pattern":{"description":"Text pattern to search for (literal string, not regex).","type":"string"}},"required":["pattern"],"type":"object"}},"type":"function"},{"function":{"description":"Launch an ephemeral subagent to handle complex, multi-step independent tasks with isolated context windows.\n\nAvailable agent types and the tools they have access to:\n- general-purpose: General-purpose agent for researching complex questions, searching for files and content, and executing multi-step tasks. When you are searching for a keyword or file and are not confident that you will find the right match in the first few tries use this agent to perform the search for you. This agent has access to all tools as the main agent.\n\nWhen using the Task tool, you must specify a subagent_type parameter to select which agent type to use.\n\n## Usage notes:\n1. Launch multiple agents concurrently whenever possible, to maximize performance; to do that, use a single message with multiple tool uses\n2. When the agent is done, it will return a single message back to you. The result returned by the agent is not visible to the user. To show the user the result, you should send a text message back to the user with a concise summary of the result.\n3. Each agent invocation is stateless. You will not be able to send additional messages to the agent, nor will the agent be able to communicate with you outside of its final report. Therefore, your prompt should contain a highly detailed task description for the agent to perform autonomously and you should specify exactly what information the agent should return back to you in its final and only message to you.\n4. The agent's outputs should generally be trusted\n5. Clearly tell the agent whether you expect it to create content, perform analysis, or just do research (search, file reads, web fetches, etc.), since it is not aware of the user's intent\n6. If the agent description mentions that it should be used proactively, then you should try your best to use it without the user having to ask for it first. Use your judgement.\n7. When only the general-purpose agent is provided, you should use it for all tasks. It is great for isolating context and token usage, and completing specific, complex tasks, as it has all the same capabilities as the main agent.\n\n### Example usage of the general-purpose agent:\n\n<example_agent_descriptions>\n\"general-purpose\": use this agent for general purpose tasks, it has access to all tools as the main agent.\n</example_agent_descriptions>\n\n<example>\nUser: \"I want to conduct research on the accomplishments of Lebron James, Michael Jordan, and Kobe Bryant, and then compare them.\"\nAssistant: *Uses the task tool in parallel to conduct isolated research on each of the three players*\nAssistant: *Synthesizes the results of the three isolated research tasks and responds to the User*\n<commentary>\nResearch is a complex, multi-step task in it of itself.\nThe research of each individual player is not dependent on the research of the other players.\nThe assistant uses the task tool to break down the complex objective into three isolated tasks.\nEach research task only needs to worry about context and tokens about one player, then returns synthesized information about each player as the Tool Result.\nThis means each research task can dive deep and spend tokens and context deeply researching each player, but the final result is synthesized information, and saves us tokens in the long run when comparing the players to each other.\n</commentary>\n</example>\n\n<example>\nUser: \"Analyze a single large code repository for security vulnerabilities and generate a report.\"\nAssistant: *Launches a single `task` subagent for the repository analysis*\nAssistant: *Receives report and integrates results into final summary*\n<commentary>\nSubagent is used to isolate a large, context-heavy task, even though there is only one. This prevents the main thread from being overloaded with details.\nIf the user then asks followup questions, we have a concise report to reference instead of the entire history of analysis and tool calls, which is good and saves us time and money.\n</commentary>\n</example>\n\n<example>\nUser: \"Schedule two meetings for me and prepare agendas for each.\"\nAssistant: *Calls the task tool in parallel to launch two `task` subagents (one per meeting) to prepare agendas*\nAssistant: *Returns final schedules and agendas*\n<commentary>\nTasks are simple individually, but subagents help silo agenda preparation.\nEach subagent only needs to worry about the agenda for one meeting.\n</commentary>\n</example>\n\n<example>\nUser: \"I want to order a pizza from Dominos, order a burger from McDonald's, and order a salad from Subway.\"\nAssistant: *Calls tools directly in parallel to order a pizza from Dominos, a burger from McDonald's, and a salad from Subway*\n<commentary>\nThe assistant did not use the task tool because the objective is super simple and clear and only requires a few trivial tool calls.\nIt is better to just complete the task directly and NOT use the `task` tool.\n</commentary>\n</example>\n\n### Example usage with custom agents:\n\n<example_agent_descriptions>\n\"content-reviewer\": use this agent after you are done creating significant content or documents\n\"greeting-responder\": use this agent when to respond to user greetings with a friendly joke\n\"research-analyst\": use this agent to conduct thorough research on complex topics\n</example_agent_descriptions>\n\n<example>\nuser: \"Please write a function that checks if a number is prime\"\nassistant: Sure let me write a function that checks if a number is prime\nassistant: First let me use the Write tool to write a function that checks if a number is prime\nassistant: I'm going to use the Write tool to write the following code:\n<code>\nfunction isPrime(n) {\n  if (n <= 1) return false\n  for (let i = 2; i * i <= n; i++) {\n    if (n % i === 0) return false\n  }\n  return true\n}\n</code>\n<commentary>\nSince significant content was created and the task was completed, now use the content-reviewer agent to review the work\n</commentary>\nassistant: Now let me use the content-reviewer agent to review the code\nassistant: Uses the Task tool to launch with the content-reviewer agent\n</example>\n\n<example>\nuser: \"Can you help me research the environmental impact of different renewable energy sources and create a comprehensive report?\"\n<commentary>\nThis is a complex research task that would benefit from using the research-analyst agent to conduct thorough analysis\n</commentary>\nassistant: I'll help you research the environmental impact of renewable energy sources. Let me use the research-analyst agent to conduct comprehensive research on this topic.\nassistant: Uses the Task tool to launch with the research-analyst agent, providing detailed instructions about what research to conduct and what format the report should take\n</example>\n\n<example>\nuser: \"Hello\"\n<commentary>\nSince the user is greeting, use the greeting-responder agent to respond with a friendly joke\n</commentary>\nassistant: \"I'm going to use the Task tool to launch with the greeting-responder agent\"\n</example>","name":"task","parameters":{"properties":{"description":{"description":"A detailed description of the task for the subagent to perform autonomously. Include all necessary context and specify the expected output format.","type":"string"},"subagent_type":{"description":"The type of subagent to use. 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The + # activity-side lookup must therefore still resolve a retired ref. + inner = RecordingBackend() + before = set(registered_backends()) + wrapper = TemporalBackend(inner) + (ref,) = set(registered_backends()) - before + del wrapper + gc.collect() + assert ref not in registered_backends() + assert lookup_backend(ref) is inner + + def test_temporal_backend_gc_keeps_reregistered_ref() -> None: # Refs are deterministic per run: after a cache eviction, a replay # re-registers the SAME ref with a fresh inner backend. The evicted @@ -313,3 +331,92 @@ async def test_builtin_tool_on_default_backend_runs_in_workflow( # The state-backend op stays in-workflow: model turns are the ONLY activities. assert counts[BACKEND_OP] == 0, counts assert counts["deepagents.invoke_model"] == 2, counts + + +class MutatingBackend: + """Read result depends on op order: each read returns the write count so a + served-stale-cache regression is observable. + + State lives on DISK, like a real backend's. In-memory state (instance or + class level) cannot work here: the workflow re-constructs and re-registers + the fake from a FRESH sandbox on every replayed activation under + ``max_cached_workflows=0``, so a replay landing between the write and the + second read swaps in a new module copy with reset in-memory state. + """ + + def __init__(self, root: str) -> None: + self._log = Path(root) / "writes.log" + + def _count(self) -> int: + return len(self._log.read_text().splitlines()) if self._log.exists() else 0 + + def write(self, _file_path: str, _content: str) -> str: + with self._log.open("a") as f: + f.write("w\n") + return f"wrote:{self._count()}" + + def read(self, _file_path: str) -> str: + return f"read-at-write-count:{self._count()}" + + +class _RepeatedOpsAgent: + """ainvoke-shaped driver: read, write, read the SAME path — under + run_deep_agent so the continue-as-new result cache is active.""" + + def __init__(self, backend: Any) -> None: + self._backend = backend + + async def ainvoke(self, _input: Any) -> dict: + first = await self._backend.read("a.txt") + await self._backend.write("a.txt", "x") + second = await self._backend.read("a.txt") + return {"messages": [f"{first}|{second}"], "todos": []} + + +@workflow.defn +class RepeatedBackendOpWorkflow: + @workflow.run + async def run(self, input: dict, state_snapshot: dict | None = None) -> str: + from temporalio.contrib.deepagents import run_deep_agent + + backend = TemporalBackend( + MutatingBackend(input["root"]), + # No retries: the disk log grows per activity ATTEMPT and the + # assertions are exact counts. + activity_options={ + "start_to_close_timeout": timedelta(seconds=30), + "retry_policy": RetryPolicy(maximum_attempts=1), + }, + ) + result = await run_deep_agent( + _RepeatedOpsAgent(backend), input, state_snapshot=state_snapshot + ) + return str(result["messages"][-1]) + + +@pytest.mark.asyncio +async def test_repeated_backend_op_sees_fresh_state( + env: WorkflowEnvironment, tmp_path: Path +) -> None: + """A repeated identical read after an intervening write runs its own + Activity and sees the write — under the active CAN cache, the old + payload-only key served the FIRST read's stale result.""" + plugin = DeepAgentsPlugin() + async with Worker( + env.client, + task_queue="da-repeated-backend-op", + workflows=[RepeatedBackendOpWorkflow], + plugins=[plugin], + max_cached_workflows=0, + ): + handle = await env.client.start_workflow( + RepeatedBackendOpWorkflow.run, + {"messages": [], "root": str(tmp_path)}, + id=f"da-repeated-backend-op-{uuid.uuid4()}", + task_queue="da-repeated-backend-op", + ) + out = await handle.result() + + assert out == "read-at-write-count:0|read-at-write-count:1", out + counts = await count_scheduled_activities(handle) + assert counts[BACKEND_OP] == 3, counts diff --git a/tests/contrib/deepagents/test_continue_as_new.py b/tests/contrib/deepagents/test_continue_as_new.py index c5add7cf7..a66f95827 100644 --- a/tests/contrib/deepagents/test_continue_as_new.py +++ b/tests/contrib/deepagents/test_continue_as_new.py @@ -2,8 +2,10 @@ ``run_deep_agent(continue_as_new_after=...)`` keeps a long conversation from bloating workflow history: once the current turn finishes past the threshold and -there is still pending work, it snapshots the accumulated messages plus the -model/tool result cache and continues into a fresh run. These tests use a plain +there is still pending work, it snapshots the accumulated messages and continues +into a fresh run. (The legacy result cache is retired for new executions — +see ``deepagents.retire-result-cache``; ``test_state_snapshot_roundtrip`` below +covers the _serde plumbing that only the legacy replay branch still uses.) These tests use a plain fake agent (no LangChain needed) so they boot a real Temporal server and exercise the continue-as-new machinery end to end. """ @@ -12,10 +14,14 @@ import sys import uuid +from datetime import timedelta +from pathlib import Path from typing import Any import pytest +from temporalio.client import WorkflowExecutionStatus +from temporalio.common import RetryPolicy from temporalio.testing import WorkflowEnvironment pytestmark = pytest.mark.skipif( @@ -84,8 +90,9 @@ async def test_can_threshold_and_cache(env: WorkflowEnvironment) -> None: def test_state_snapshot_roundtrip() -> None: - # The result cache carried in a snapshot rehydrates to the same hits, so work - # done before a continue-as-new is reused, not recomputed, afterwards. + # LEGACY-branch plumbing (deepagents.retire-result-cache unpatched): a + # carried cache rehydrates to the same hits during replay of pre-change + # histories. Delete alongside the patch's deprecate_patch cleanup. _serde.set_result_cache({}) key = _serde.cache_key("model", "fake:model", [["m"], []]) _serde.cache_put(key, {"dumped": "message"}) @@ -165,3 +172,94 @@ async def test_can_defaults_to_server_suggestion( assert desc.status is not None and desc.status.name == "CONTINUED_AS_NEW", ( desc.status ) + + +class DiskCountingBackend: + """Each read appends to a log and reports the total — disk state, so the + count survives sandbox re-imports, replays, and continue-as-new.""" + + def __init__(self, root: str) -> None: + self._log = Path(root) / "reads.log" + + def read(self, _file_path: str) -> str: + with self._log.open("a") as f: + f.write("r\n") + return f"read:{len(self._log.read_text().splitlines())}" + + +class _CrossBoundaryAgent: + """ainvoke-shaped driver issuing the SAME read every run; reports pending + until the second read has observably executed.""" + + def __init__(self, backend: Any) -> None: + self._backend = backend + + async def ainvoke(self, input: Any) -> dict: + out = await self._backend.read("state.txt") + done = int(out.split(":")[1]) >= 2 + return { + "messages": [*list(input.get("messages", [])), out], + "todos": [ + {"content": "work", "status": "completed" if done else "pending"} + ], + } + + +@workflow.defn +class CrossBoundaryOpWorkflow: + @workflow.run + async def run(self, input: dict, state_snapshot: dict | None = None) -> dict: + from temporalio.contrib.deepagents import TemporalBackend + + backend = TemporalBackend( + DiskCountingBackend(input["root"]), + # No retries: the disk counter increments per activity ATTEMPT, so + # a retry would skew the exact read-count assertions. + activity_options={ + "start_to_close_timeout": timedelta(seconds=30), + "retry_policy": RetryPolicy(maximum_attempts=1), + }, + ) + return await run_deep_agent( + _CrossBoundaryAgent(backend), + input, + continue_as_new_after=1, + state_snapshot=state_snapshot, + ) + + +@pytest.mark.asyncio +async def test_identical_op_reruns_across_continue_as_new( + env: WorkflowEnvironment, tmp_path: Any +) -> None: + """An identical backend op issued on BOTH sides of a continue-as-new + boundary executes on both sides. Under the legacy carried cache the + post-boundary call was served the pre-boundary result (the continued run + resumes from the transcript — it never re-executes prior dispatches, so + a carried hit could only ever be stale).""" + plugin = DeepAgentsPlugin() + async with Worker( + env.client, + task_queue="da-cross-boundary", + workflows=[CrossBoundaryOpWorkflow], + plugins=[plugin], + max_cached_workflows=0, + ): + handle = await env.client.start_workflow( + CrossBoundaryOpWorkflow.run, + {"messages": [], "root": str(tmp_path)}, + id=f"da-cross-boundary-{uuid.uuid4()}", + task_queue="da-cross-boundary", + ) + result = await handle.result() + + # The read really executed in the continued run: disk shows two reads and + # the carried transcript holds each run's distinct observation. + assert (tmp_path / "reads.log").read_text().splitlines() == ["r", "r"] + assert result["messages"][-2:] == ["read:1", "read:2"], result + # The chain really crossed a boundary. + first = env.client.get_workflow_handle( + handle.id, run_id=handle.first_execution_run_id + ) + desc = await first.describe() + assert desc.status == WorkflowExecutionStatus.CONTINUED_AS_NEW, desc.status diff --git a/tests/contrib/deepagents/test_legacy_cache_replay.py b/tests/contrib/deepagents/test_legacy_cache_replay.py new file mode 100644 index 000000000..d0cc230af --- /dev/null +++ b/tests/contrib/deepagents/test_legacy_cache_replay.py @@ -0,0 +1,178 @@ +"""The retired legacy cache still replays pre-change histories. + +The checked-in history was recorded before this change: two model-issued tool +calls with identical name+args, deduped by the legacy result cache to ONE +scheduled ``deepagents.invoke_tool`` activity. Its replay exercises the +unpatched branch of ``deepagents.retire-result-cache`` end to end — the only +executable coverage that branch has, and the tripwire that keeps it from +being "simplified" away while pre-change workflows are still in flight. + +Fixture provenance: recorded on sdk-python main (pre-#1806) by driving a +scripted two-identical-tool-call agent through ``run_deep_agent`` on a local +dev server. Delete this test and the fixture together when the patch id goes +through ``workflow.deprecate_patch``. +""" + +from __future__ import annotations + +import sys +from datetime import timedelta +from pathlib import Path +from typing import Any + +import pytest + +pytestmark = pytest.mark.skipif( + sys.version_info < (3, 11), reason="deepagents requires Python >= 3.11" +) +pytest.importorskip("deepagents") +pytest.importorskip("langchain_core") + +from temporalio import workflow +from temporalio.client import WorkflowHistory +from temporalio.contrib.deepagents import ( + DeepAgentsPlugin, + run_deep_agent, + tool_as_activity, +) +from temporalio.contrib.deepagents.testing import mock_model_provider +from temporalio.worker import Replayer + +with workflow.unsafe.imports_passed_through(): + from langchain_core.messages import AIMessage + from langchain_core.tools import tool + +# Bind deepagents symbols off the module importorskip returns: a static +# `from deepagents import ...` cannot resolve on Python 3.10 (deepagents +# needs >= 3.11), and with the package absent the type checkers mis-resolve +# the name against this same-named test directory. +create_deep_agent = pytest.importorskip("deepagents").create_deep_agent + +_HISTORY = Path(__file__).parent / "histories" / "legacy_dedup_repeated_tool_calls.json" + + +@tool("pairing_weather") +def legacy_replay_pairing_weather(city: str) -> str: + """Return the weather for a city.""" + return f"weather:{city}" + + +# Distinct Python symbols from test_tools.py's same-named definitions; the +# DEFN name must match the workflow type recorded in the fixture history. +@workflow.defn(name="RepeatedToolCallWorkflow") +class LegacyReplayToolCallWorkflow: + @workflow.run + async def run(self) -> str: + t = tool_as_activity( + legacy_replay_pairing_weather, start_to_close_timeout=timedelta(seconds=10) + ) + agent = create_deep_agent(model="fake:model", tools=[t]) + result = await run_deep_agent( + agent, + {"messages": [{"role": "user", "content": "Check Paris twice."}]}, + continue_as_new_after=10_000, + ) + return str(result["messages"][-1].content) + + +RESPONSES: list[Any] = [ + AIMessage( + content="", + tool_calls=[ + {"name": "pairing_weather", "args": {"city": "Paris"}, "id": "first-call"} + ], + ), + AIMessage( + content="", + tool_calls=[ + {"name": "pairing_weather", "args": {"city": "Paris"}, "id": "second-call"} + ], + ), + AIMessage(content="done"), +] + + +@pytest.mark.asyncio +async def test_legacy_dedup_history_replays() -> None: + plugin = DeepAgentsPlugin(model_provider=mock_model_provider(RESPONSES)) + replayer = Replayer(workflows=[LegacyReplayToolCallWorkflow], plugins=[plugin]) + history = WorkflowHistory.from_json("legacy-replay", _HISTORY.read_text()) + await replayer.replay_workflow(history) + + +with workflow.unsafe.imports_passed_through(): + from langchain_core.tools import tool as _lc_tool + +from temporalio.contrib.deepagents import _activity +from temporalio.contrib.deepagents._tools import register_tool +from temporalio.contrib.deepagents.workflow import call_tool + +_CAN_HISTORY = ( + Path(__file__).parent / "histories" / "legacy_cache_carried_across_can.json" +) + + +@_lc_tool("legacy_echo") +def legacy_replay_echo(x: int) -> str: + """Echo a number.""" + return f"echo:{x}" + + +register_tool(legacy_replay_echo) + + +class _SameCallAgent: + async def ainvoke(self, input: Any) -> dict: + messages = list(input.get("messages", [])) if isinstance(input, dict) else [] + await call_tool( + _activity.ToolActivityInput( + tool_name="legacy_echo", tool_call_id="tc-1", args={"x": 1} + ), + summary="tool:legacy_echo", + start_to_close_timeout=timedelta(seconds=10), + ) + done = len(messages) >= 1 + return { + "messages": [*messages, "turn"], + "todos": [{"content": "w", "status": "completed" if done else "pending"}], + } + + +@workflow.defn(name="LegacyCanDedupWorkflow") +class LegacyReplayCanDedupWorkflow: + @workflow.run + async def run(self, input: dict, state_snapshot: dict | None = None) -> dict: + from temporalio.contrib.deepagents import run_deep_agent + + return await run_deep_agent( + _SameCallAgent(), + input, + continue_as_new_after=1, + state_snapshot=state_snapshot, + ) + + +@pytest.mark.asyncio +async def test_legacy_carried_cache_history_replays() -> None: + """The legacy rehydrate-and-hit path replays: this continued-run history + was recorded pre-change with the SAME tool call re-issued after the + boundary and served from the CARRIED cache — it contains zero + invoke_tool activities, so replay only succeeds if the unpatched branch + seeds the cache from the inbound snapshot and serves the hit.""" + import json + + events = json.loads(_CAN_HISTORY.read_text())["events"] + scheduled = [ + e + for e in events + if e.get("activityTaskScheduledEventAttributes", {}) + .get("activityType", {}) + .get("name") + == "deepagents.invoke_tool" + ] + assert scheduled == [], "fixture must contain a fully cache-served run" + + plugin = DeepAgentsPlugin() + replayer = Replayer(workflows=[LegacyReplayCanDedupWorkflow], plugins=[plugin]) + history = WorkflowHistory.from_json("legacy-can-replay", _CAN_HISTORY.read_text()) + await replayer.replay_workflow(history) diff --git a/tests/contrib/deepagents/test_model_activity.py b/tests/contrib/deepagents/test_model_activity.py index 37a98ef00..5a71a663d 100644 --- a/tests/contrib/deepagents/test_model_activity.py +++ b/tests/contrib/deepagents/test_model_activity.py @@ -9,6 +9,7 @@ import sys import uuid from datetime import timedelta +from typing import Any import pytest @@ -101,3 +102,62 @@ async def test_temporal_model_explicit(env: WorkflowEnvironment) -> None: assert out == "Bonjour." counts = await count_scheduled_activities(handle) assert counts[INVOKE_MODEL] == 1, counts + + +class _ResampleAgent: + """ainvoke-shaped driver: the SAME prompt sent twice through a + TemporalModel — deliberate resampling — under run_deep_agent so the + continue-as-new result cache is active.""" + + def __init__(self) -> None: + self.model = TemporalModel(model="fake:model") + + async def ainvoke(self, _input: Any) -> dict: + first = await self.model.ainvoke([HumanMessage(content="same prompt")]) + second = await self.model.ainvoke([HumanMessage(content="same prompt")]) + return { + "messages": [f"{first.content}|{second.content}"], + "todos": [], + } + + +@workflow.defn +class ResampleWorkflow: + @workflow.run + async def run(self, input: dict, state_snapshot: dict | None = None) -> str: + from temporalio.contrib.deepagents import run_deep_agent + + result = await run_deep_agent( + _ResampleAgent(), input, state_snapshot=state_snapshot + ) + return str(result["messages"][-1]) + + +@pytest.mark.asyncio +async def test_repeated_identical_model_call_resamples( + env: WorkflowEnvironment, +) -> None: + """Two identical live model calls each run their own Activity and can + return different responses (deliberate resampling) — under the active + CAN cache, the old input-only key served the FIRST response twice.""" + plugin = DeepAgentsPlugin( + model_provider=mock_model_provider(["first answer", "second answer"]), + ) + async with Worker( + env.client, + task_queue="da-model-resample", + workflows=[ResampleWorkflow], + plugins=[plugin], + max_cached_workflows=0, + ): + handle = await env.client.start_workflow( + ResampleWorkflow.run, + {"messages": []}, + id=f"da-model-resample-{uuid.uuid4()}", + task_queue="da-model-resample", + ) + out = await handle.result() + + assert out == "first answer|second answer", out + counts = await count_scheduled_activities(handle) + assert counts["deepagents.invoke_model"] == 2, counts diff --git a/tests/contrib/deepagents/test_tools.py b/tests/contrib/deepagents/test_tools.py index 1fc1ff212..d1eac8b05 100644 --- a/tests/contrib/deepagents/test_tools.py +++ b/tests/contrib/deepagents/test_tools.py @@ -32,9 +32,11 @@ from temporalio.contrib.deepagents import ( # noqa: E402 DeepAgentsPlugin, activity_as_tool, + run_deep_agent, tool_as_activity, ) from temporalio.contrib.deepagents._tools import warn_unwrapped_tools # noqa: E402 + from temporalio.contrib.deepagents.testing import mock_model_provider # noqa: E402 INVOKE_TOOL = "deepagents.invoke_tool" @@ -159,6 +161,23 @@ async def run(self, city: str) -> str: return str(result["messages"][-1].content) +@workflow.defn +class RepeatedToolCallWorkflow: + @workflow.run + async def run(self, input: dict, state_snapshot: dict | None = None) -> str: + tool = tool_as_activity( + pairing_weather, start_to_close_timeout=timedelta(seconds=10) + ) + agent = create_deep_agent(model="fake:model", tools=[tool]) + result = await run_deep_agent( + agent, + input, + continue_as_new_after=10_000, + state_snapshot=state_snapshot, + ) + return str(result["messages"][-1].content) + + @pytest.mark.asyncio async def test_wrapped_tool_result_pairs_with_model_tool_call_id( env: WorkflowEnvironment, @@ -236,3 +255,51 @@ def provider(_model_name: str) -> RecordingModel: 0 ].tool_call_id assert "weather:Paris" in str(tool_messages[0].content) + + +@pytest.mark.asyncio +async def test_repeated_tool_calls_with_same_args_both_run( + env: WorkflowEnvironment, +) -> None: + from langchain_core.messages import AIMessage + + responses = [ + AIMessage( + content="", + tool_calls=[ + { + "name": "pairing_weather", + "args": {"city": "Paris"}, + "id": "first-call", + } + ], + ), + AIMessage( + content="", + tool_calls=[ + { + "name": "pairing_weather", + "args": {"city": "Paris"}, + "id": "second-call", + } + ], + ), + AIMessage(content="done"), + ] + plugin = DeepAgentsPlugin(model_provider=mock_model_provider(responses)) + async with Worker( + env.client, + task_queue="da-repeated-tool-calls", + workflows=[RepeatedToolCallWorkflow], + plugins=[plugin], + ): + handle = await env.client.start_workflow( + RepeatedToolCallWorkflow.run, + {"messages": [{"role": "user", "content": "Check Paris twice."}]}, + id=f"da-repeated-tool-calls-{uuid.uuid4()}", + task_queue="da-repeated-tool-calls", + ) + assert await handle.result() == "done" + + counts = await count_scheduled_activities(handle) + assert counts[INVOKE_TOOL] == 2, counts