Comparison
FeatureFactory vs Atlassian Compass
Compass is a capable developer portal and component catalog inside the Atlassian ecosystem - now reaching end-of-sale in May 2026. FeatureFactory covers the engineering-intelligence and AI-measurement side of that story, with line-level authorship and the build loop.
The short version
Compass is a genuinely good internal developer portal - real-time component catalog, service ownership and standards scorecards, tightly integrated with Atlassian. FeatureFactory is not a full developer portal, and we say so plainly. But with Compass reaching end-of-sale in May 2026, teams that used it for scorecards and delivery metrics have a migration window - and that is exactly where we lead: line-level AI-vs-human authorship, quality scoring, and the plan-build-measure loop.
Why teams pick FeatureFactory
Line-level AI-vs-human attribution
Compass scorecards can nudge teams toward standards, but they do not distinguish AI-written code from human-written code. FeatureFactory attributes authorship line by line and scores whether the AI-generated code actually held up in review and production - the measurement most tools can only correlate.
The closed loop, not just a catalog
Compass excels at cataloguing components and surfacing ownership. FeatureFactory runs the delivery loop instead: product signal informs what to build, we measure the current state, turn it into a product plan with acceptance criteria, build with your agent, then measure the outcome again.
Transparent, self-serve pricing
FeatureFactory publishes its pricing and lets you start without a sales gate. With Compass reaching end-of-sale in May 2026, teams that leaned on it for scorecards and delivery metrics have a migration window - a good moment to consolidate on a tool with a clear commercial path.
Developer-led adoption
Both tools aim to earn engineers rather than being imposed top-down. FeatureFactory extends that into the workflow: bring your own agent, keep the plan, the diff and the outcome in one place, and adopt it PR by PR rather than through a portal rollout.