Free, no-signup calculators that put numbers on the things that matter when AI writes the code — maturity, release confidence, blast radius, and PR risk. Nothing you enter leaves your browser.
Score your org L0–L5 in 2 minutes
A 10-question self-assessment that scores your engineering organization on the AI-Native SDLC Maturity Model (L0–L5) and tells you exactly which practices define your next level.
Open tool calculatorTurn four signals into a ship/no-ship score
Combine test coverage, gate status, open spec drift, and change blast radius into an explainable 0–100 release confidence score — so 'should we ship?' stops being a gut call.
Open tool analyzerHow far does this change reach?
Estimate the blast radius of a change from its structural reach, and see why reach predicts risk better than diff size. An educational estimator for the metric Skaftor computes automatically.
Open tool analyzerMatch review effort to real risk
Score a pull request's risk from a handful of signals — size, coverage, blast radius, author familiarity, contract/migration touch — and get a recommended review protocol.
Open tool