#tracing

OpenTelemetry plugins for every coding agent, in the Agent Plugins format — a marketplace that runs itself: open an issue, the repository validates, reviews, lists and follows your plugin.

git diff for your agent's context window. See exactly what your LLM saw — turn by turn, block by block.

Scenery — one CLI tool for building, running, inspecting, and debugging Go backends. Local-first runtime, APIs, logs, traces, DB tools, generated clients, and AI agent skills included.

Case study: unified observability + evaluation for automation and conversational AI agents. Versioned error catalog, multi-signal confidence, cost meters.

Tracing and timeline visualization SDK for multi-agent LLM systems, with a CLI and FastAPI viewer.

Failure diagnosis and replay for coding agents.

AI agent observability with dependency-free tracing, hierarchical execution evidence, deterministic diagnostics, and comparison.

Convert agent session logs (Claude Code JSONL) into Perfetto/Chrome trace JSON — view agent sessions as timelines, tool slices, and context/cost counters in ui.perfetto.dev, fully local

Local, auditable flight recorder and evidence platform for AI agent inference I/O

LLM 可观测——eino callbacks 埋点/token 用量采集/分阶段打标/Langfuse 追踪客户端