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pydantic
logfire

AI observability platform for production LLM and agent systems.

24.7M 4K 230
Siddhant-K-code
agent-strace

strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, Gemini CLI or any MCP client

7K 40 2
memodb-io
acontext

Agent Skills as a Memory Layer

5K 3K 314
pcguest
atb-sdk

Python SDK for ATB (Agent Trace Bundle) — local-first AI audit trail

4K 0 0
aiperceivable
apcore

A schema-driven module development framework for Python.

4K 3 1
dunetrace
dunetrace

Real time anomaly detection layer for AI agents. Privacy-safe by design.

3K 38 3
seclai
seclai

Official Seclai Python SDK

1K 2 0
kums1234
otel-genai-graph

Project OpenTelemetry GenAI traces into a queryable graph (Neo4j or DuckDB) — agent delegation, cost attribution, blast radius.

994 0 0
kallemickelborg
nodetracer

The node-level tracing library for agentic software.

697 1 1
amitpaz1
agentlensai

Python SDK for AgentLens — observability and audit trail for AI agents

662 5 1
juliensimon
open-agent-traces

Generate realistic multi-agent workflow traces with LLM-enriched content, semantic validation, and PM4Py compatibility. pip install open-agent-traces

616 16 3
chaukasai
chaukas-sdk

One line to instrument your agent and capture every event in an immutable, queryable audit trail.

76 2 0
DilawarShafiq
unworldly-recorder

The flight recorder for AI agents. Record, replay, and audit everything AI agents do on your system.

64 5 0
memodb-io
acontext-py

Agent Skills as a Memory Layer

11 3K 314
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