In 14 days, find where AI code is stalling your releases.
We read your git and pull request history, read only, and measure five things: where changes wait, how good the tests are, where boundaries leak, where spend goes and what actually ships. From $12,500, fixed scope.
Run by the founder, a former Head of Software Engineering.
Why AI code stalls before release
Three things we hear on almost every call.
Agent pull requests wait days for review. Agents open more changes than people can read, so the release waits on the queue.
Tests pass and bugs still ship. Tests written by the same agent approve its own mistakes.
Nobody can say where the spend went. Model charges sit across cards, and nothing ties them to what shipped.
2-week Diagnostic Sprint: The Diagnostic reads your own history and names the one that costs you most, in 14 days.
Book a scoping callFive readings, one dossier
Each reading is taken from your own repo, never from an average.
Review queue.
The hours changes wait for review, and what that waiting costs your sprint.
Test quality.
Planted bugs on recent agent pull requests show how many tests would miss a real defect.
Boundaries.
Database calls in UI code, circular modules and duplicated helpers.
Spend and egress.
Model spend across cards, and whether secrets or customer data leave your network.
Delivery.
Lead time, deploy frequency, failures and recovery before and after agents.
Fourteen days, three steps
Nothing runs on laptops and no source code leaves your network.
Days 1 to 3: connect read only.
Git, CI logs and your issue tracker, inside your perimeter.
You hold the access list, and can revoke it.
Days 4 to 8: measure.
Test, boundary and queue analysis on recent pull requests.
You hold the raw readings.
Days 9 to 14: synthesise and debrief.
The founder reads the findings and presents the dossier to your leaders.
You hold the dossier and a 12-week plan.
“You work with the person who does the work. No handoff, no juniors, no account manager.”
Paramanantham HarrisonFounder, KaaS.team
- Former Head of Software Engineering
- 14 years building production software
What is fixed before we start
Fit check first. If we're not the right team, we'll say so on the call.
A written scope and fixed fee before day one. The fee is credited in full to the Transformation if it starts within the quarter.
If you stop here, the findings and the dossier are yours to act on alone.
Questions teams ask before they book
Does any source code leave our network?
No. The analysis runs inside your perimeter.
What do we hold at the end?
A dossier with the five readings, starter rules for your stack and a plan for the Transformation.
Is this a sales call?
No. It is 30 minutes with the engineer who will run it, and we say if it does not fit.
Bring us the bottleneck.
Bring your slowest pull request queue to the call.
- Spec
- Build
- ReviewWaits here
- Release
- Where work is stuck
- Spec, build, review or release: wherever changes wait longest.
- What exists today
- The AI tools your teams use and the rules around them, if any.
- What the next quarter needs
- The launch or deadline the work has to hit.
- 1
Call
We find where the work waits and whether we can help.
- 2
Fixed scope
You get a written scope and a fixed quote before anything starts.
- 3
Kickoff
Work starts with your product and engineering leads.
If we're not the right fit, we'll say so.
Pick a time
Open the calendar and choose any free slot. You get an invite with a video link.