feat(integrations): add auto-instrumentation for 6 agent frameworks#112
Merged
Conversation
Adds agent-strace auto command and AGENT_STRACE_AUTO_INSTRUMENT env var to instrument OpenAI Agents, LangChain, LiteLLM, Anthropic, OpenAI, and AWS Strands without modifying application code. Each integration is an optional extra in pyproject.toml — the core package stays dependency-free. Closes #102 Co-authored-by: Ona <no-reply@ona.com>
Co-authored-by: Ona <no-reply@ona.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Adds zero-code auto-instrumentation for 6 agent frameworks. No application code changes required — just set an env var or run via
agent-strace auto.Changes
agent-strace auto --framework langchain -- python my_agent.py— run with instrumentationAGENT_STRACE_AUTO_INSTRUMENT=langchain,litellm python my_agent.py— env var mode--detectflag auto-detects all installed frameworksfrom agent_trace.integrations import instrument_langchain— programmatic APISupported frameworks:
pip install agent-strace[openai-agents]) — Runner.run, FunctionTool callspip install agent-strace[langchain]) — BaseTool._run, BaseChatModel._generatepip install agent-strace[litellm]) — litellm.completionpip install agent-strace[strands]) — Agent.call, BaseTool.invokeEach integration is an optional extra in
pyproject.toml— the core package stays dependency-free (ADR-0003). All patches are idempotent and reversible.tests/test_auto_instrument.pyCloses #102