Softwaredeliveryintelligence
Everr transforms CI/CD pipelines into observable systems. Detect failures, explain root causes, and resolve issues - for developers and AI agents.
Open source · Built on OpenTelemetry
The problem
CI/CD is critical infrastructure with zero visibility
AI coding tools are accelerating code production dramatically. Validation and delivery pipelines are becoming the new bottleneck.
Black box pipelines
Pipeline data is fragmented across systems, unstructured, and impossible for AI agents to reason about.
Hours lost debugging
When pipelines fail, developers context-switch between dashboards, logs, and code. Teams lose hours every week.
Raw data, no understanding
Existing tools expose raw logs and metrics but don't derive actionable signals or provide real understanding.
The approach
The missing layer
Everr turns your CI/CD pipelines into fully observable systems. Structured data, actionable signals, and deep context - available to your team and your AI tools.
Every run, fully traced
Workflow runs become OpenTelemetry traces. Steps, jobs, durations, and outcomes - all in a structured, queryable format.
From telemetry to context
Data is automatically enriched with commit info, branch context, and environment metadata.
Not just another dashboard
Flakiness scores, performance trends, failure patterns, and cost anomalies - derived automatically from your pipeline history.
Built for both audiences
A web dashboard for your team. A CLI and structured APIs for your AI coding assistants. Same data, every interface.
Detect · Explain · Resolve
Automatic detection
Failure patterns, flakiness, performance regressions, and cost anomalies - surfaced automatically from your pipeline data.
Root cause analysis
Structured signals enriched with historical context. Know exactly what broke, when it started, and why.
AI-native resolution
Engineers fix pipeline issues in minutes instead of hours. AI agents resolve them autonomously before they become problems.
Get started
Zero-config setup
From zero to full pipeline observability in under five minutes.
Connect your CI
One click. No YAML. No config files. Connect GitHub Actions and start collecting structured telemetry from every workflow run.
Trigger your workflow
Push code and Everr traces every workflow run automatically. Test results, durations, and failure patterns collected and structured without any extra configuration.
Fix from where your work happens
Wait for CI without context switching. When failure hit, your assistant pinpoints the root cause and can fix it.
I'll check your latest CI status with Everr from this repo and report any failing workflow/job details.
Background terminal finished with everr status
CI is currently failing. `everr status` already returned the failing step and log arguments, so I'm pulling that step's logs directly.
Background terminal finished with everr runs logs --trace-id c929f40ec0632c976134b35d0b87699a --job-name "E2E tests" --step-number 12
Found failing step E2E tests and fetching logs to extract the concrete failure reason.
Your CI is currently failing.
- Repo/branch everr-labs/everr on main
- Reason Timed out waiting 300000ms for config.webServer
There are signs of CI flakiness starting from commit f92e4d1. Do you want me to fix it?
Why Everr
Questions you shouldn't have to ask
AI-assisted development compresses release cycles, but broken pipelines still break your flow. Everr gives you the signals to fix them fast.
"Why did this pipeline break?"
Every workflow run traced as OpenTelemetry spans. Navigate the waterfall, see which step failed, and jump to logs in milliseconds.
"Is this test actually flaky, or is it my code?"
Track test results across runs. Identify genuinely flaky tests, separate signal from noise.
"Why is our CI getting slower?"
Monitor p50/p95 durations over time. Catch performance regressions before they become 20-minute build queues.
Stop guessing
Start observing
Connect your GitHub Actions and get structured pipeline intelligence in minutes. Free to get started.