Superlog is an open-source autonomous observability tool that automatically installs itself, instruments repositories with OpenTelemetry, and monitors codebases without manual setup or vendor lock-in. When anomalies or system failures occur, it fingerprints and groups noisy repeated logs into a single clear incident. It then performs a root-cause analysis, provides severity scores, assesses the impact, and creates automated resolution pull requests directly in Slack to help engineering teams fix bugs immediately.
Open-source autonomous observability tool that instruments code and automatically fixes bugs.
- Automatically instrumenting web, api, and worker services with OpenTelemetry spans and metrics
- Consolidating hundreds of repeated production error logs into a single categorized incident report
- Generating automated bug-fixing pull requests with regression tests directly in Slack channels
- Creating cloud cost and deployment dashboards through natural language prompts using MCP
- To use Superlog
- run the command `npx skills add superloglabs/skills --all` in your terminal. The open-source agent wizard will explore your codebase
- add structured logs
- traces
- and metrics via OpenTelemetry
- and automatically send incident reports and pull requests to your Slack workspace.
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