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Developer Intelligence Platform
Weekly intelligence rolls that unite Dev-X with DORA metrics

The machinethat readsyour team.

AI-powered weekly intelligence rolls that unite Developer Experience (Dev-X) with DORA metrics — so managers act before burnout becomes attrition.

W24Platform Engineering12 operators8 inputs
DEV-X COMPOSITE
8.4▲ +0.6 vs W23
STRONG
INSIGHT
Cognition surge — momentum window open. Assign complex work NOW.
ALERT
2 operators on stress watchlist — 1:1 recommended
ARCHIVE
12-week trend shows consistent improvement across all dimensions.
83%
Avg response rate
2 min
Survey time
Faster stress detect
Free
Up to 10 devs

Complete Protocol Stack

Six integrated modules that transform weekly pulse surveys into actionable intelligence

01

Dev-X signal

3-dimension model capturing Affect, Cognition, and Conation via 5 questions, 2 minutes per developer, every week.

02

DORA membrane

Deployment frequency, lead time, change failure rate, MTTR — pulled automatically from GitHub, Jira, or Linear.

03

Intelligence roll

DevX AI synthesizes Dev-X scores with DORA readings into a weekly plain-language intelligence brief. Delivered Friday.

04

Stress detection

Pattern-match against early burnout trajectories. Receive watchlist alerts before the resignation letter arrives.

05

Privacy membrane

AES-256 encryption. Managers never see individual answers. Minimum 5 respondents before any aggregate is printed.

06

12-week archive tape

Rolling history. Correlate sprint events with score shifts. Know what energises your team and what depletes it.

How It Works

From weekly pulse to intelligence roll in 4 simple steps

01

Pulse Survey

Team receives 5-question survey every Monday. Takes 2 minutes.

02

Dev-X Capture

Affect, Cognition, and Conation dimensions scored and analyzed.

03

DORA Integration

GitHub, Jira, or Linear metrics pulled automatically.

04

Friday Roll

DevX AI synthesizes signals into plain-language intelligence brief.

Simple Pricing

Start free, scale when ready

Larval

Forever free / 10 devs
  • Weekly pulse
  • Dev-X tracking
  • Basic analytics
  • 12-week archive
  • AI intelligence rolls
  • DORA metrics
  • Stress signal alerts

Organism

Per dev / month
  • Everything in Larval
  • AI intelligence rolls
  • DORA metrics tracking
  • Stress signal alerts
  • Priority support
  • SSO / SCIM
  • Custom integrations

Enterprise

Enterprise pricing
  • Everything in Organism
  • SSO / SCIM
  • Custom integrations
  • Dedicated CSM
  • Custom SLA
  • On-premise option
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