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Everr

Software delivery intelligence for developers and AI agents.

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Everr transforms your CI/CD pipelines into fully observable systems. It collects structured telemetry from GitHub Actions and turns it into actionable signals - so both developers and AI coding agents can detect failures, understand root causes, and resolve issues fast.

The problem

AI coding agents are making development faster than ever. But every change still has to pass through CI - and when pipelines break, everything stops.

Developers context-switch between dashboards and raw logs. AI agents hit a wall because pipeline data is fragmented and unstructured. The bottleneck has moved from writing code to validating it.

How Everr helps

Structured telemetry, not raw logs. Every workflow run is converted into OpenTelemetry traces. Everr automatically surfaces flakiness scores, performance trends, failure patterns, and cost anomalies.

Built for humans and agents. The same structured data is accessible through the web dashboard, a native desktop app, and a CLI designed for AI-native workflows. Agents can query pipeline status, search logs, and act on failures autonomously - no screen-scraping, no log parsing.

Key capabilities

  • Full run tracing - Trace waterfall, structured logs, and resource usage for every workflow run. Debug failures in seconds.
  • Flaky test detection - Heatmaps and timelines that track flakiness over time. Stop re-running and start fixing.
  • Cost visibility - Runner spend broken down by repo, workflow, and runner type. Find what's burning your budget.
  • Performance trends - Spot slowdowns across repos, branches, and jobs before your team feels them.
  • AI-native CLI - Query status, search logs, and surface slow tests from your terminal - or let your agent do it.

Get early access

Everr is currently in closed beta. Join the waitlist to get access.

Once you're in, just install the GitHub App on your repositories - no YAML changes, no config files, no modifications to your workflows.

Contributing

See CONTRIBUTING.md for development setup instructions.

License

This project is licensed under the Functional Source License, Version 1.1, ALv2 Future License. Some components are subject to different license terms - see NOTICE for details.

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