Superlog
To be verifiedSuperlog 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.
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superlog.sh/
What is Superlog?
Open-source autonomous observability tool that instruments code and automatically fixes bugs.
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.
Core Features
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
Popular Use Cases
- 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
Feature Comparison
A functional comparison based on maker input.
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Comparison details are provided for informational purposes and should be verified with the official website.
How to use
- 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.
Pricing
Superlog uses a freemium pricing model. Pricing and features may change over time.
Free
$0 forever
For side projects and first installs. Includes 1M spans, 5M logs, 10M metric points, 30-day retention, and 5 investigations per month.
Pay as you go
$44.00 / month (estimated example)
Only pay for what you send with no base fee or commitment. Metered at $1.50/investigation, $0.50/M spans, $0.50/M logs, and $0.15/M metric points.
Pro
$150 per month
For developers shipping fixes from real telemetry every week. Includes 120 investigation credits/month (then $1.25/investigation). Telemetry metered at pay-as-you-go rates.
Max
$300 per month
For teams wanting more investigation throughput at a lower marginal price. Includes 300 investigation credits/month (then $1.00/investigation). Telemetry metered at pay-as-you-go rates.
Enterprise
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For organizations requiring higher volumes, custom retention, or SAML integration.
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