For CTO / Architecture
See where change pressure is compounding architectural risk
Align engineering effort with architectural reality. Identify systemic bottlenecks, key person dependencies, and fragile codebases before they compromise your delivery velocity.
Primary surfaces
Insights mapped to architectural health
Compounding Risk
Track where high churn meets high complexity to identify system fragility.
Complexity trends
Monitor code complexity over time to prevent unmanageable technical debt.
Ownership concentration
Identify key person dependencies and knowledge silos before they become bottlenecks.
Hotspots
Pinpoint the areas of your codebase consuming the most effort and generating the most bugs.
Incident correlation
Connect system outages to recent deployment activity to speed up root cause analysis.
Our posture
No surveillance, just signal
Engineering intelligence without per-seat surveillance pricing — or per-person scoring. Every metric is a system signal, not a performance rating. Every insight traces to evidence you can inspect.
No leaderboards
We do not rank people against each other. Ever.
Team and repo first
Aggregation defaults to systems, not individuals.
Individual views are reflection-only
Single-person surfaces exist for self-reflection and coaching — never peer comparison.
Trends over absolutes
Direction matters more than point values. We benchmark you against your own baseline.
Evidence over scores
Every signal links back to the PRs, reviews, commits, and incidents behind it.
Learning, not judgment.
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.