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Automation

superlog

Open-source autonomous observability tool that instruments code and automatically fixes bugs.

Source rating 5.0 (73) 7.8k views 7.8k/mo traffic 0 saves Freemium
Autonomous Observability OpenTelemetry Automated bug fixing
More categories (7)
AI coding agent Incident management Error Tracking DevOps tools Open source AI Slack integration Model Context Protocol
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Free + from $44.00 / month (estimated example)

Verdict

A quick read before you dig into the full page.

Best if
You are software Engineers and need: Automatically instrumenting web, api, and worker services with OpenTelemetry spans and metrics
Skip if
You need enterprise SLAs or a fully managed team plan right away
Pick this when
Freemium · Free + from $44.00 / month (estimated example)

Overview

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.

superlog screenshot

Best for

Short scenarios where superlog tends to shine.

  • Automatically instrumenting web, api, and worker services with OpenTelemetry spans and metrics

    Best for Software Engineers

  • Consolidating hundreds of repeated production error logs into a single categorized incident report

    Best for DevOps Engineers

  • Generating automated bug-fixing pull requests with regression tests directly in Slack channels

    Best for Site Reliability Engineers (SRE)

  • Creating cloud cost and deployment dashboards through natural language prompts using MCP

    Best for Backend Developers

Example outputs 1

Sample generations and before/after results for superlog.

superlog screenshot
superlog screenshot

Access & connections

Where you can use superlog, and what it plugs into.

Platforms

Web

Integrations

Slack MCP

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • One-prompt OpenTelemetry instrumentation and automatic updates
  • Autonomous bug fixing with agent-generated resolution pull requests
  • Intelligent incident fingerprinting and error log grouping to prevent alert fatigue
  • Continuous codebase and infrastructure scanning for drift prevention
  • Model Context Protocol (MCP) integration for serverless dashboard management
  • Vendor-neutral telemetry telemetry to maintain full data control

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In the news

Launch coverage and community mentions for superlog.

FAQ 5

What is Superlog?
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.
How to use Superlog?
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.
What is an investigation credit?
Each completed debugging and root-cause investigation run by Superlog counts as one investigation credit. Paid packs bundle these credits at a discount.
What happens if an automated resolution PR fails the Confidence Gate?
If the Confidence Gate fails, Superlog will not open a blind PR. Instead, it posts its findings directly to the investigating team and tags the relevant engineers who can provide more context.
How does Superlog prevent vendor lock-in?
Superlog uses standard OpenTelemetry for all metrics, logs, and traces. Your telemetry remains vendor-neutral, ensuring you retain absolute control over your data without being tied to platforms like Datadog or Sentry.
superlog Free + from $44.00 / month (estimated example)
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