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.

The open-source MultiAgentOps evaluation and verification harness for any industry business workflow.

🔍 AI observability skill for Claude Code. Debug LangChain/LangGraph agents by fetching execution traces from LangSmith Studio directly in your terminal.

Local open-source dev tool to debug, secure, and evaluate LLM agents. Provides static analysis, dynamic security checks, and runtime monitoring - integrates with Cursor and Claude Code.

Root cause analysis for AI agents. Detects agent loops, retry storms, and optimization opportunities in LangSmith, Langfuse, Arize Phoenix, and OpenTelemetry traces.

Diagnose your AI agents in production. Extract policies from prompts, evaluate traces, generate diagnostic reports.

Cut your OpenClaw / ZeroClaw token bill. Find which model earns its cost. Prove whether optimizations actually work. Local, no upload.

Local replay debugger for Browser Use failures with screenshots, model I/O, failed-step timelines, and public-safe HTML exports.

Self-hosted durable execution engine with built-in observability for AI agent runs

Visual debugging, tracing, and replay for agent workflows.

Local-first replay and regression checks for AI coding-agent sessions.

🔍 A beautiful web viewer for AI agent session files. Browse Claude Code & OpenClaw conversations with chat-style UI, timeline visualization, and zero setup.

ChainWatch is a flight data recorder for multi-step AI systems. It's a CLI-based tool that records every step in an AI decision chain, links them together in order, prevents tampering, and allows you to verify the chain's integrity and replay the full decision flow.

Compatibility and diagnostics for DeepSeek V4 tool-calling agents

Deterministic record and replay for agent runs. A zero-runtime-dependency TypeScript library and CLI that captures every source of non-determinism an agent touches (model output, tools, MCP, clock, randomness) and replays it exactly, with fork, diff, a tamper-evident seal, and redaction.

Explain why your agent failed — root-cause debugging, memory attribution, and run divergence for LLM agents.

Kaleidoskop — replay your baro/Mozaik agent runs visually. Audit log → hexagonal neural firing in your browser.

A real-time observability and debugging layer for AI agents.

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.