everr
Health Warn
- License — License: NOASSERTION
- No description — Repository has no description
- Active repo — Last push 0 days ago
- Community trust — 30 GitHub stars
Code Warn
- fs module — File system access in .github/actions/everr-resource-usage/package.json
Permissions Pass
- Permissions — No dangerous permissions requested
This tool provides software delivery intelligence by transforming CI/CD pipeline data into structured telemetry (OpenTelemetry traces). It helps both human developers and AI coding agents detect failures, understand root causes, and resolve issues autonomously without needing to parse raw logs.
Security Assessment
Overall risk: Medium. The system is designed to access sensitive data, specifically ingesting and processing your CI/CD pipeline telemetry, logs, and resource usage. File system access was flagged during the scan within a specific GitHub Actions package, which is expected for an observability tool but still warrants attention. No hardcoded secrets were detected, and the scan confirmed it does not request overtly dangerous permissions. Network requests are inherently required to transmit telemetry data back to its servers. Users should note that this is currently a closed beta requiring a waitlist registration and the installation of a GitHub App on their repositories.
Quality Assessment
The project is highly active, with its most recent code push happening today. It has a moderate and growing level of community trust, currently backed by 30 GitHub stars. However, there are a few quality concerns: the automated scan detected a missing repository description. Additionally, the licensing state is slightly ambiguous. The automated scan found "NOASSERTION," while the project documentation states it uses the Functional Source License (FSL-1.1-ALv2). The FSL allows users to view and modify the code but restricts how it can be used in production (specifically blocking competitive use) until it eventually converts to an Apache 2.0 license.
Verdict
Use with caution — it is an active and promising project, but you should carefully review its source code, data handling practices, and the FSL restrictions before integrating it into your production CI/CD pipelines.
Software delivery intelligence for developers and AI agents.
Website · Docs · Contributing
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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