For Engineering Managers
Coach teams with evidence, not rankings.
Gain deep visibility into team flow and bottlenecks. Equip yourself with data to unblock your engineers, protect their focus, and advocate for sustainable work without resorting to leaderboards.
Primary Surfaces
Tools for effective leadership
Team Flow
Visualize delivery pace
Measure throughput and cycle time to keep the team unblocked and delivering consistently.
WIP & Review
Eliminate bottlenecks
Spot WIP saturation and review latency before they turn into major coordination debt.
Reflection
Single-person reflection
Single-person views are strictly for private reflection, not peer ranking or surveillance.
Sustainability
Protect your people
Intervene early on burnout signals like after-hours work and weekend commit patterns.
Recommendations
Evidence-backed playbooks
Manager coaching playbooks generated from actual investment data to support strategic conversations.
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.