Platform Health
One prioritised view of where friction lives on your platform and what to fix next — anchored to your real path to production.
68/ 100
Platform Health Score+4
Composite DX Core 4 score · trending up over 12 months
Speed
64+6
Lead time & throughput
Effectiveness
71+2
DevEx sentiment
Quality
73-1
Change failure & incidents
Impact
61+5
Time on value-add work
So what: Health is up 4 points, but CI is a critical bottleneck concentrating the most toil. Fixing runner capacity is the single highest-leverage move this quarter.
Top friction themes
Cross-source, ranked by friction weight
Recommended actions
Prescribed interventions, highest leverage first
Add autoscaling CI runner burst capacity
CIReclaims ~1,180 dev hrs / month
Automate deploy-token & cert rotation
CI · SecurityRemoves recurring release outages
Pre-warm ephemeral environment pool
DevCuts preview env wait by ~70%
Value stream at a glance
Friction by stage on the path to production
Ideation
Dev
PR / Review
CI
Security Scan
Deploy
Release
Operate
DORA snapshot
Delivery performance
Deployment frequency3.2 / dayMedium
Lead time for changes26 hrsHigh
Change failure rate11%Medium
Failed deploy recovery2.4 hrsLow
Signals ingested by source
384,292 canonical signals across connected sources
Ticketing188,750
Chat184,300
Surveys8,640
Incidents2,190
Transcripts412