papercomputeco/tapes

Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.

Observability for AI agents. See what your agent did, why it cost that much, and what to fix.

Evaluation and Tracking for LLM Experiments and AI Agents

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

Multi-Agentic System Observability SDK

AI observability platform for production LLM and agent systems.

Secure local trace capture and inspection for Codex and Claude agent sessions.

Laminar - open-source observability platform purpose-built for AI agents. YC S24.

Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, evaluations and metrics for popular LLMs, LLM frameworks, vectorDBs and more.. Integrate using Typescript, Python. 🚀💻📊