#agent-observability

Security-First Agentic IDE Coding Harness

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

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

Local-first AgentOps flight recorder and capability firewall for MCP-based coding agents with OpenTelemetry traces.

Just a lightweight lens for agent data and metrics. Built to scale past Claude when needed.

Guarded CLI, TypeScript client, and MCP server for JustHandled x402 agent utilities

Failure diagnosis and replay for coding agents.

OpenTelemetry observability and privacy-aware failure replay for production AI agents.

Open measurement infrastructure for the Agent Capability Economy — how AI agents discover, choose, use, and derive value from software capabilities (Reach → Choice → Use → Utility → Value). A proposed open measurement standard.