Engineering effort analytics
Where is your engineering effort actually going?
Full Chaos Dev Health is an open-source analytics platform for team operating modes and developer health. See where effort is invested and what it costs your people.
DORA
Flow
Quality
Capabilities
Signals, not surveillance
Every metric traces to evidence. Every insight is a hypothesis starter, not a verdict. Trends over absolutes — direction matters more than point values.
Investment View
See where effort actually goes
Automatically categorize work into Feature Delivery, Maintenance, Operational Support, Quality, and Risk — so you can see the real allocation, not what was planned.
Flow Metrics
Measure delivery health, not activity
Track cycle time, review latency, WIP saturation, and throughput — the signals that reveal coordination debt before it becomes a crisis.
DORA Dashboard
Ship faster with confidence
Deploy frequency, lead time, change failure rate, and recovery time — the four keys to software delivery performance, computed automatically from your existing tools.
Quadrant Explorer
Spot systemic patterns early
Churn × Throughput, Cycle Time × Throughput, WIP × Throughput, Review Load × Latency — four diagnostic views that surface problems before they surface in retros.
Developer Health
Protect your people
After-hours work ratio, weekend commits, context-switching patterns — signals that help engineering leaders intervene before burnout takes hold.
How it works
From zero to insights in minutes
Connect your tools
Point Full Chaos Dev Health at your GitHub, GitLab, or Jira instance. Connectors pull commits, PRs, deployments, and work items automatically.
Metrics compute daily
The platform normalizes data across providers, computes daily rollups, and categorizes work into investment themes — no manual tagging required.
Explore patterns, not dashboards
Heatmaps reveal cyclical patterns. Quadrants surface systemic issues. The cockpit frames everything through your role — IC, EM, PM, or Leadership.
Built for your role
One platform, four perspectives
The cockpit adapts to your role — surfacing the metrics and investigation paths that matter most to you.
Individual Contributor
Understand your own delivery patterns. See review latency, context-switching signals, and after-hours trends — for reflection, not surveillance.
Engineering Manager
Spot coordination debt, WIP saturation, and review bottlenecks across your team. Intervene early on burnout signals.
Product Manager
See where engineering effort actually goes versus what was planned. Track investment mix across feature work, maintenance, and operational load.
Leadership
Organization-level patterns across teams. DORA benchmarks, delivery pacing, and investment allocation — evidence for strategic decisions.
Open source
Built in the open, for everyone
Full Chaos Dev Health is fully open source. Deploy it on your infrastructure, audit every metric computation, and contribute to the roadmap. Accessibility over extraction.