You're notas far asyou think
Most teams using AI coding agents think they're advanced. In reality, a human still reviews every change. Darkplane helps you move past that, safely.
No spam. We'll email you when your spot opens.
The problem
Agents write code around the clock. The review process around them did not change.
The review queue never shrinks.
Agents ship pull requests faster than any team can read them.
Speed up, incidents follow.
More code goes out, more things break, and the why stays unclear.
Nobody knows where they stand.
Everyone says AI-native, but no one can name the gap to fix next.
Where teams actually are
Everyone says AI-native. In practice, a human still reviews every single change.
- Most teams today
AI writes the PRs. Humans read every diff.
Most teams live here today, even the ones that call themselves AI-native.
- What's next
Every change checked. Humans only when it matters.
Tests, security, and quality run first. Your team approves intent, not lines.
- Further out
Routine PRs merge on their own.
Low-risk work ships without a human in the loop. Direction, not day one.
The loop
The same cycle runs on every change, so speed does not have to mean more incidents.
Every change in
A pull request lands, from an agent or a human.
Reviewed automatically
Tests, security, and quality without reading every diff.
Scored for safety
Each change gets a signal: automate it, or needs a human.
Merge or escalate
Safe PRs merge alone. The rest reach your team with context.
How we help
Darkplane runs the loop for you, so your team only steps in when a change actually needs them.
Automatic review on every PR.
Tests, security, and quality on every change, without a human on every diff.
Safety scoring per change.
Routine PRs earn the right to merge alone. Risky ones go to your team.
Honest team placement.
See where you stand and what to improve, not guess from PR volume.
Early access
See how far you really are.
No spam. We'll email you when your spot opens.
Darkplane is in private preview. Join the waitlist for early access.