AI Infrastructure & MLOps Freemium

Superlog

AI observability that instruments systems, groups incidents, and prepares fixes

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PricingFreemium
Free planYes
Free trialYes
APIYes
Open sourceYes
DeploymentCloud
Last verifiedJuly 30, 2026
Overview

Tool overview

Superlog is listed under AI Infrastructure & MLOps AI tools.

Summary

What is Superlog?

Superlog adds and maintains observability for software systems. Its open-source installation agent instruments code with OpenTelemetry logs, traces, and metrics; the platform scans code and infrastructure for missing telemetry, groups related errors into incidents, assesses severity and impact, and prepares resolution pull requests.

Best fit

Best for

Engineering teams combining OpenTelemetry observability with AI-assisted incident repair

Audience

Who is it for?

Site-reliability engineersBackend engineersPlatform teamsEngineering leaders
Recommendation

Decision note

Confirm supported languages and runtimes, telemetry backends, service and retention limits, source access, confidence gates, security, support, and current hosted pricing.

Capabilities

Key features

OpenTelemetry instrumentation through an agent

Continuous observability-gap scanning

Automatic alerts, metrics, and dashboards

Error fingerprinting and incident grouping

Severity and business-impact assessment

Resolution pull requests with confidence gates

Workflows

Use cases

Instrumenting a new service

Reducing duplicate production alerts

Investigating incidents with code context

Preparing bug-fix pull requests

Strengths

Pros

  • Open-source onboarding agent
  • Uses OpenTelemetry to reduce lock-in
  • Combines detection with proposed fixes
Considerations

Cons

  • Hosted pricing details need verification
  • Automated fixes can introduce regressions
  • Requires broad code and telemetry access
Considerations

Limitations

Superlog can add noisy instrumentation, group unrelated errors, misjudge impact, or propose unsafe fixes. Engineers must verify telemetry quality, sampling, privacy, incident evidence, code changes, tests, rollback, and every merge.

Cost

Pricing details

Pricing modelFreemium
Free planYes
Free trialYes
Pricing context

Pricing note

The open-source installation agent is publicly available. Hosted platform pricing is presented on an official pricing route, but a reliable stable starting amount was not confirmed in the reviewed public content. Verify included telemetry, retention, services, users, and enterprise terms.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

OpenTelemetry

GitHub

Slack

MCP clients

Cloud infrastructure

Specs

Technical details

PlatformsWeb
Multilingual supportUnknown
Login requiredYes
Open sourceYes
DeploymentCloud
CompanyPulsent Labs Inc.
Models / versionsSuperlog Observability Agent Incident Fix Agent
Editions / plansOpen-Source Agent Hosted Superlog
Data confidenceHigh
Last verifiedJuly 30, 2026
Documentation → Source code → Release notes → Data source →
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Answers

Frequently asked questions

Superlog adds and maintains observability for software systems. Its open-source installation agent instruments code with OpenTelemetry logs, traces, and metrics; the platform scans code and infrastructure for missing telemetry, groups related errors into incidents, assesses severity and impact, and prepares resolution pull…
Engineering teams combining OpenTelemetry observability with AI-assisted incident repair
The listed pricing model for Superlog is Freemium. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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