Code & Development · PyPI

swarmtrace

pytest for AI agents — trace, debug and catch regressions in LLM swarms

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Details

Author
Ravi
Category
Code & Development
Platform
PyPI
Framework
unknown
Language
python
Stars
0
First indexed
2026-05-15
Last active
—
Directory sync
2026-05-15

Overview

pytest for AI agents — trace, debug and catch regressions in LLM swarms

Quick start

pip

pip install swarmtrace

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What swarmtrace can do

agentllmai
  • Agent — Plans, decides, and executes multi-step tasks autonomously.
  • Llm — llm task automation.
  • Ai — ai task automation.

Frequently asked questions

What is swarmtrace?
pytest for AI agents — trace, debug and catch regressions in LLM swarms
How do I install swarmtrace?
Use pip: `pip install swarmtrace`. Full setup details on the source page linked above.
Is swarmtrace open source?
swarmtrace is published on PyPI.
What are alternatives to swarmtrace?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for swarmtrace is sourced from PyPI, published by Ravi.

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