Engineering velocity is a measurable science.
QuantumDX — the platform built for data-driven engineering leaders. Measure DORA, track PR cycle times, and improve developer sentiment with one integration.
Engineering Overview
● LIVE SYSTEM FEED
PR Cycle Time
vs INDUSTRY P75Developer Sentiment
"Tooling reliability is trending up; build times remain the top friction area."
Team Trends
Every Signal in One View
Aggregate data from your version control, issue tracker, and chat platform to see the complete picture of your engineering culture.
Compare Against the Industry
See how your DORA metrics stack up against the industry P75 and elite-performing engineering organizations.
Passive Sentiment Tracking
Understand team burnout risks before they happen with automated focus-time analysis.
From git connect to live DORA in under 90 seconds.
One OAuth handshake. QuantumDX backfills history, computes PR cycle time, derives DORA, and baselines developer sentiment — no agents, no surveys, no manual config.
- 1Connect repositoryrunning…
OAuth handshake with your version control provider. Read-only scopes.
› processing…
- 2Backfill 90 days of eventsqueued
Streaming PRs, reviews, deploys, and incidents into the event lake.
- 3Compute PR cycle timequeued
Median time from first commit → merged → deployed, per team.
- 4Derive DORA metricsqueued
Throughput, lead time, change failure rate, MTTR — auto-classified.
- 5Passive sentiment baselinequeued
Focus-time, review load, and after-hours signals — no surveys.
- 6Dashboard readyqueued
Live feed online. MCP servers exposed to your AI agents.
Benchmarked against 1,247 anonymized engineering organizations