Traces Python Packages

grafana-foundation-sdk

A set of tools, types and libraries for building and manipulating Grafana objects.

agent-strace

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

mergeproof

🛡️ Proof before merge: evidence gates for pull requests (tests, traces, human verification) as one policy file, enforced in CI and readable by agents

micromegas

Unified observability for logs, metrics and traces — low overhead instrumentation (Rust, Unreal Engine 5), OTLP ingestion, SQL analytics on DataFusion over Parquet, presentation through notebooks, Grafana and Python. Self-hosted.

tracelint

A deterministic linter for agent runs — reads the execution trace and flags structural bugs (ignored errors, schema violations, loops) with evidence. No LLM judge.

moraine-cli

Unified realtime agent trace database & search MCP

tracex-parser

Python lib that parses ThreadX trace buffers into both human and machine-readable formats

opentraces

A local-first evidence layer for agent work, capturing what the agent sees, does, and changes.

opentraces-schema

A local-first evidence layer for agent work, capturing what the agent sees, does, and changes.

graphobs

Graph Observability Kit (graphobs) is a Python library for contract-first observability in graph-based applications. It helps teams describe graph state boundaries once, then reuse those declarations for trace payloads, structured logs, and validation.

pipit

Analyze parallel execution traces using pandas dataframes