自行修 Bug，可观测性工具！

以前搞生产系统有多崩溃？

日志，trace、metrics 铺天盖地，关键错误被噪声淹没，出了问题只能手动翻日志、猜调用链，排查半天还是不知道根因，更别说自动修复了。

现在好了，superloglabs 直接开源了 Superlog ！一个会自动聚类事件、生成 Incident、甚至帮你修 Bug 的开源可观测性平台！

它到底有多离谱：

Superlog 是一个 agentic 遥测系统，摄取 OpenTelemetry 的 traces、logs、metrics 后，自动把嘈杂信号聚类成有意义的 Incident（事件），并通过可插拔的 agent runner 来分析和处理问题。 它不只是“看日志”，而是把可观测性直接变成能行动的智能系统。

https://github.com/superloglabs/superlog…

特别适合跑 AI Agent、生产级服务、微服务架构的团队，想少熬夜修 Bug 的开发者。

superloglabs/superlog

Source: https://github.com/superloglabs/superlog

Website · Code · Skills · Helpers · Discord

About

Superlog is an open-source agentic telemetry system. It ingests traces, logs, and metrics, groups noisy signals into incidents, and watches your infra while you sleep.

Installation

You can install Superlog in your project by using our skills in your favourite coding agent:

Run npx skills add superloglabs/skills --all and use the skills to install Superlog in this project

What is Superlog?

Superlog is an open-core observability workspace for OpenTelemetry data. It ingests traces, logs, and metrics, groups noisy signals into incidents, and gives teams a local-first product surface for debugging production systems.

This repository contains the fully open-source, free community edition:

• Web app and API
• OTLP ingest proxy
• Worker processes for incident grouping and background jobs
• Postgres schema and ClickHouse-backed telemetry queries
• Agent runner interfaces for pluggable investigation runtimes
• A default community agent runner that records a local incident summary

We also provide a hosted Superlog Cloud edition with a free tier, a pay-to-go plan and monthly credit packs.

Quick Start

Prerequisites:

• Node.js 20+
• pnpm 9+
• Docker

Install dependencies:

pnpm install

Start the local stack:

docker compose up -d
pnpm --filter @superlog/db db:migrate
pnpm dev

The default local services are:

• Web: http://localhost:5173
• API: http://localhost:4100
• OTLP intake: http://localhost:4101

Development

Run typechecks:

pnpm typecheck

Repository Layout

• apps/web - Vite/React frontend
• apps/api - HTTP API
• apps/proxy - OTLP intake proxy
• apps/worker - background workers and agent orchestration
• packages/db - Drizzle schema and migrations
• packages/fingerprint - telemetry fingerprinting helpers

License

Superlog is licensed under the Apache License 2.0.

币世王 🦅 (@0xKingsKuan): 多个模型，一个看板！

将多达 11 个 CLI 代理并行分派（Claude Code、Codex、Gemini、Cursor…），每个代理隔离在其自己的 git worktree 中。

本地 SQLite 模式或 GitHub Issues 模式，配备一个 MCP 服务器以从外部控制整个系统。