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O Open Source Observability medium

runtape

by Community

Record AI agent runs locally and find which part of the context caused a decision.

OSS

runtape

Added 1 Oct 2026

#ai-agents #anthropic #debugging #debugging-tool #llm #mcp #observability #ollama

Overview

runtape records AI agent runs locally and helps identify which part of the context influenced a decision. It is a Python-based observability tool from the community, available on GitHub.

Best for

Best for
Developers who need lightweight local tracing of AI agent decisions

Use cases

  • Log agent runs for post-hoc analysis
  • Trace which context segment drove a decision
  • Debug unexpected agent behavior locally

Notes

runtape records AI agent runs locally and helps identify which part of the context influenced a decision. It is a Python-based observability tool from the community, available on GitHub.

1 stars on GitHub. Last updated 2026-10-01. Licensed MIT.

Use cases

  • Log agent runs for post-hoc analysis
  • Trace which context segment drove a decision
  • Debug unexpected agent behavior locally

Pros

  • Runs locally, keeping data on your machine
  • Simple Python integration
  • Open source with public repository

Cons

  • Very early stage (1 star), likely unstable
  • Community support only, no formal maintenance
  • Limited feature set beyond basic recording

Indexed from awesome-llmops and enriched against its public facts.

Pros

  • Runs locally, keeping data on your machine
  • Simple Python integration
  • Open source with public repository

Cons

  • Very early stage (1 star), likely unstable
  • Community support only, no formal maintenance
  • Limited feature set beyond basic recording
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