Agent Observability Python Packages

logfire

AI observability platform for production LLM and agent systems.

claude-tap

Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi/Kimi Code, Pi, and Hermes in a local trace viewer.

latitude-sdk

Latitude is the open-source ai monitoring platform.

agent-strace

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

valanistack

AI agents fail like junior teammates, looping on bad ideas, ignoring feedback, and escalating commitment. vstack ports 34 of the most-cited organizational-behavior frameworks so you can diagnose your agents the same way you'd diagnose your team.

latitude-telemetry

Latitude is the open-source ai monitoring platform.

hyperweave

Portable visual output layer for agents. One API call, one SVG. Zero dependencies, renders in any markdown.

acontext

Agent Skills as a Memory Layer

dunetrace

Real-time monitoring of production AI agents. No raw content transmitted.

apcore

A schema-driven module development framework for Python.

atb-sdk

ATB bundle reader and verifier SDK

agentdelta

Diff and regression-detect LLM agent execution traces

agentclip

Python SDK + CLI + MCP server for AgentClip — the open-source tool that turns AI agent runs into shareable URLs.

forgesight-api

Vendor-neutral, OpenTelemetry-first telemetry for AI agents — traces, cost, budgets & a tamper-evident audit trail to any backend, no agent-code changes.

forgesight-core

Vendor-neutral, OpenTelemetry-first telemetry for AI agents — traces, cost, budgets & a tamper-evident audit trail to any backend, no agent-code changes.

agent-run-ledger

Graded repair receipts for AI coding-agent runs. Local, zero-egress, honest-abstain: 'clean' never means 'verified correct'. Reads Claude Code / Codex / OpenAI SDK session logs.

agentlensai

Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.

seclai

Official Seclai Python SDK

varden

A self-hosted runtime firewall for AI agents

causetrace

AI coding agent observability and causal tracing for Claude Code, Codex CLI, and OpenCode

forgesight-otel

Vendor-neutral, OpenTelemetry-first telemetry for AI agents — traces, cost, budgets & a tamper-evident audit trail to any backend, no agent-code changes.

forgesight-datadog

Vendor-neutral, OpenTelemetry-first telemetry for AI agents — traces, cost, budgets & a tamper-evident audit trail to any backend, no agent-code changes.

forgesight

Vendor-neutral, OpenTelemetry-first telemetry for AI agents — traces, cost, budgets & a tamper-evident audit trail to any backend, no agent-code changes.

forgesight-prometheus

Vendor-neutral, OpenTelemetry-first telemetry for AI agents — traces, cost, budgets & a tamper-evident audit trail to any backend, no agent-code changes.