Superlog is an open-source agentic telemetry system designed to ingest and process traces, logs, and metrics. It addresses the challenge of managing noisy signals in production environments by using AI agents to group them into actionable incidents, offering teams a local-first debugging surface. This system benefits engineers and power users by automating parts of the observability workflow and simplifying the debugging of complex software systems.

How It Works

Superlog functions as an observability workspace for OpenTelemetry data. Its core approach involves ingesting telemetry signals, employing AI agents to identify and group related noisy events into incidents, and providing a local-first interface for debugging. This agentic design aims to proactively monitor infrastructure and automate the initial stages of incident response, differentiating itself through AI-driven signal correlation and a developer-centric local debugging experience.

Quick Start & Requirements

• Prerequisites: Node.js 20+, pnpm 9+, Docker.
• Installation: Run pnpm install.
• Local Stack: Start with docker compose up -d, followed by pnpm --filter @superlog/db db:migrate and pnpm dev.
• Local Services: Web UI at http://localhost:5173, API at http://localhost:4100, OTLP intake at http://localhost:4101.
• Links: Discord: https://discord.gg/wJ56aRh8hx, X: https://twitter.com/intent/follow?screen_name=superlogYC.

Highlighted Details

• Open-core observability workspace supporting OpenTelemetry data.
• Features agent runner interfaces for pluggable investigation runtimes.
• Includes a default community agent runner that generates local incident summaries.
• Offers both a free, self-hostable community edition and a hosted Superlog Cloud edition.

Maintenance & Community

The project shows recent activity with active commit history. Community engagement is facilitated through a Discord server, and project updates may be followed on X.

Licensing & Compatibility

Superlog is licensed under the Apache License 2.0. This permissive license generally allows for commercial use and integration into closed-source projects without significant copyleft restrictions.

Limitations & Caveats

As an open-core project, the community edition may have feature limitations compared to potential commercial offerings. Setup requires specific versions of Node.js (20+) and pnpm (9+), and relies on Docker for its local development stack.