PR quality with a rationale
Score each merged change against a visible rubric for correctness signals, tests, scope, and maintainability.
You get: A 0-100 score you can open, read, and challenge.
Pillar 01 · Measure
Know whether AI-assisted delivery is actually getting better.
Measure the quality, speed, authorship, and durability of every shipped change-then trace each number back to the work behind it.
Read-only GitHub access Visible scoring rationale Confidence-aware attribution
AI-assisted vs human
Quality and flow comparison
What Measure gives you
A decision system-not another activity dashboard.
AI attribution with confidence
Separate known AI-authored, AI-assisted, and human work using explicit repository and identity signals.
You get: An authorship view that distinguishes evidence from estimates.
Delivery flow in context
Track lead time, coding time, pickup, review, and merge without reducing engineering work to one speed number.
You get: The stage creating delay-not just the total duration.
Rework after merge
Follow churn, reverts, fixes, and related regressions after a change lands instead of declaring victory at merge.
You get: A durability signal that exposes false velocity.
Team and repo comparisons
Roll metrics up by team, repository, work type, and authorship while keeping the underlying changes accessible.
You get: Comparable trends with enough context to avoid leaderboards.
Decision-ready scorecards
Read quality, flow, authorship, and outcomes together for a release, initiative, team, or period.
You get: One view for deciding where to invest or intervene.
Inside FeatureFactory
See the evidence in the product.
These views use representative product data. Open any image at full size to inspect the workflow and supporting context.
Example · evaluate an agent rollout
Find out whether the speed is real.
A team introduces an AI coding agent on a checkout service. Measure compares like-for-like shipped work before anyone declares success.
Illustrative workflow · sample data, not customer results
Baseline
01Define the comparison
Choose the repo, work type, period, and existing quality and flow measures.
Sample: checkout service · feature work · previous 30 days
Attribute
02Separate the work honestly
Use explicit authorship signals and show unknown or estimated work instead of forcing certainty.
Sample: 18 AI-assisted · 7 human · 3 unknown PRs
Decide
03Read speed with durability
Compare cycle time, review effort, quality rationale, and post-merge rework on the same cohort.
Sample decision: expand on scoped UI work; raise review on payment logic
Decisions, not vanity metrics
Know what to do next.
Each view is designed to resolve a real product or engineering question-and keep the evidence close enough to challenge.
Where does AI help?
Find work types where AI-assisted changes move faster without lowering review depth or durability.
Where is risk rising?
Trace low-scoring or high-rework changes back to the diff, rationale, repository, and workflow.
What should we change?
Adjust agent scope, review policy, specification quality, or team process based on the actual constraint.
Proof you can inspect
The evidence stays one click away.
Published scoring method
See what the PR quality score evaluates and how the written rationale supports it.
Read scoring methodologyAttribution without theater
See the signals, confidence levels, and limits behind AI contribution reporting.
Read attribution honestyTry the scoring frame
Use the free estimator to see which review signals affect a PR quality assessment.
Try the PR quality estimatorBefore you connect
Questions teams ask about Measure.
Each change is evaluated against a visible rubric covering correctness signals, testing, scope, maintainability, and review context. The score includes a written rationale so reviewers can inspect why it moved.
See it on your own work
Measure one repo before changing the whole workflow.
Join early access to establish your quality, flow, and AI-attribution baseline from your own delivery history.
Read-only to startNo replacement rolloutYour IP stays yours