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FeatureFactory

Comparison

FeatureFactory vs Factory.ai

Factory sells enterprise coding droids. FeatureFactory runs the full plan-build-measure loop - and can orchestrate droids as one of its agents.

The short version

Factory.ai is a capable enterprise platform for autonomous coding droids that execute engineering work across the SDLC. FeatureFactory is broader on the loop and lighter to adopt: it plans work into reviewable specs, orchestrates agents to build, and measures the shipped outcome - with transparent pricing and a developer-led start.

FeatureFactoryFactory.ai
Autonomous coding agents ("droids")Orchestrates them
Runs agents across the SDLC (code, review, docs, migrations)Via agents
Enterprise integrations and org-wide rolloutGrowing
Plans work into scoped, reviewable specs firstPartial
Generates product plans and acceptance criteria-
Measures shipped outcomes (DORA, cycle time)-
Scores PR quality on AI-generated code-
Bring-your-own agent (Claude Code, Cursor, Devin)Droid-first
Human-in-the-loop review gates
Customer owns all generated IP
Transparent, published pricingContact sales
Developer-led entry point (no enterprise commit to start)Enterprise-first

Why teams pick FeatureFactory

The full plan-build-measure loop

Factory is centered on the build step - droids that execute engineering work. FeatureFactory closes the loop around it: plan the work into specs, build with agents, then measure whether shipped code moved the numbers.

Measure what ships

Droids produce pull requests. FeatureFactory tells you if those PRs helped - DORA, cycle time and PR quality across human and AI contributions - so velocity is proven, not assumed.

Agent-agnostic by design

Factory is strongest inside its own droid platform. FeatureFactory sits above your agents - Claude Code, Cursor, Devin or Factory itself - planning upstream and grading downstream without locking you to one runtime.

Developer-led, transparent entry

Factory targets enterprise rollouts. FeatureFactory is built for engineers to adopt directly: published pricing, your IP, and a start that does not require a top-down enterprise commitment.

FAQ

Factory.ai is an enterprise platform for autonomous coding "droids" that execute engineering work across the software lifecycle - writing code, opening PRs, handling reviews, docs and migrations. For organizations investing in an org-wide agent platform with deep integrations, it is a serious, capable product.

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