Build with AI.Ship withconfidence.
The control room for the AI that writes your code. See what your coding agents build, what that effort costs, and whether it holds up in production.
The problem
Generation scaled. Validation didn't.
AI changed how code gets written. Most engineering organizations are still shipping as if nothing else changed.
Your review queue keeps growing.
Coding agents don't wait for reviewers. Every productivity gain upstream creates more pull requests downstream.
More code. More risk.
You can merge faster. That doesn't mean you understand what's going into production, or why incidents happen when they do.
Nobody knows what's next.
Most teams are experimenting with AI. Few can say where they are today, or what needs to happen before they trust AI with more responsibility.
- 60%can't measure AI's valueDX & LeadDev
- +243%Incidents per PRFaros
- 67%spend more time debugging AI-generated codeHarness
What Darkplane does
Darkplane gives you visibility today, and controlled automation tomorrow.
- Live
AI Coding Insights
See where AI is being used, what it costs, and what it actually produces. Connect every dollar of token spend to the pull requests it helped create.
Explore → - Coming soon
AutoMerge
Coding agents generate pull requests faster than humans can approve them. AutoMerge clears the routine changes you've already learned to trust, so engineers spend their time where judgment actually matters.
Explore →
The ladder. Six levels. One direction.
AI adoption isn't a menu of features. It's a progression. Darkplane helps you reach the next level with evidence, not assumptions.
AI-assisted
AI-generated
most are hereAI-reviewed
AutoMerge
most should be hereMostly autonomous
Dark factory
Get started