How to Evaluate Engineering Velocity
A methodology for assessing whether a startup's engineering velocity indicates real momentum or just noise.
Why velocity matters
Engineering velocity is one of the few leading indicators available before a fundraise. It reveals investment in product before marketing or PR.
What to measure
Commit count per week (normalized), active contributor count, PR merge cadence, and repo expansion.
Common false positives
Bot-generated commits, documentation-only bursts, single contributors pushing trivial commits, and forked repos counted as activity.
Normalization
Exclude automated commit patterns, weight substantive commits, require minimum contributor diversity, and compare against sector baselines.
How GitDealFlow Signals helps
Live startup momentum dataset. The platform operationalizes the concepts above into a working startup momentum API workflow.
Next steps: Apply what you've learned with GitDealFlow Signals.