AgentTrace
github.com/mohitkumar188/agenttrace- Category
- Developer Tools
- Rank
- No. 2269Tools index
- Type
- TOOL
- GitHub
- 2 stars
- Latest release
- v0.1.0
- Date
About
AgentTrace is an observability SDK and dashboard for AI agent pipelines that monitors multi-step tool calls and visualizes latency bottlenecks. It also auto-repairs malformed LLM tool-call arguments at runtime, such as strings passed where floats are expected, invented key names, or missing required fields, using fast Groq inference so a bad tool call does not crash the workflow.
Why it made the leaderboard
It addresses a common, under-tooled failure mode where LLMs hallucinate tool arguments mid-run, repairing the payload automatically rather than just logging the crash.
Tags
agent-observabilityself-healingllm-tool-callspythonsdk
Tech Stack
Python
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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.