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FeatureFactory

Comparison

FeatureFactory vs Code Climate Velocity

Velocity measures how fast your team ships. FeatureFactory measures AI vs human quality and ties every change back to the outcome it was meant to deliver.

The short version

Code Climate Velocity is a mature engineering intelligence platform, strong at classic throughput, flow and DORA metrics pulled straight from Git. FeatureFactory covers that ground too, then goes further - separating AI-generated from human-written code, scoring the quality of each, and linking shipped work back to the plan it came from.

FeatureFactoryCode Climate Velocity
Classic throughput metrics (cycle time, PR flow)
DORA metrics tracking
Pulls from Git/PR data with no manual tracking
Team-level trend dashboards
Distinguishes AI-generated from human-written code-
Scores PR quality, not just volumeLimited
Generates product plans and acceptance criteria-
Ties shipped work back to planned outcomesPartial
Bring-your-own coding agent (Claude Code, Cursor, Devin)-
Transparent, published pricingContact sales
Customer owns all generated IP
Purpose-built for measuring AI development-

Why teams pick FeatureFactory

Measure AI vs human quality

Velocity reports throughput across your whole team. FeatureFactory goes a layer deeper - separating AI-generated from human-written changes and scoring the quality of each, so you know whether faster also means better.

Tie work back to outcomes

Cycle time and PR counts tell you how fast the line moves. FeatureFactory links each change to the plan it came from, so throughput is measured against the outcome it was meant to deliver.

Plan and measure in one place

Velocity starts at the pull request. FeatureFactory starts earlier - generating product plans and acceptance criteria - then measures the shipped result against that spec, closing the loop from intent to merge.

Built for AI-native teams

FeatureFactory orchestrates the agents you already use - Claude Code, Cursor, Devin - and grades their output. It is designed for teams whose code is increasingly written by machines, not just people.

FAQ

Velocity is a mature engineering intelligence platform. It is strong at classic throughput and flow metrics - cycle time, PR and review activity, DORA measures - pulled automatically from Git data and rolled up into clean team-level trend dashboards. If your goal is visibility into how fast your teams ship, it does that well.

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