We join your team with a process proven on 120+ projects. We set up a harness and models that check each other’s work and complete tasks on their own, overnight too.
★★★★★ 5.0 on Clutch ·120+ projects delivered ·Speakers and panellists
Built once, they run on every change. They check hard properties of the code, so they work on any stack. Every one of them is blocking.
A green gate means the machine checked it and let it through. Your reviewers spend their time on business logic instead of typos.
Built once, they run on every pull request. They check hard properties of the code, so they work on any stack. Every one of them blocks the merge.
A review skill reads the diff, the spec and the tests, then leaves its verdict as a PR comment. The agent also runs the scenarios from your acceptance criteria. Your reviewer decides from the comment.
Most defects start here: specs, PRDs, the context file, skills, acceptance criteria. We read them line by line, and a second model in a fresh context looks for gaps. A mockup before implementation exposes a flaw in the spec before any code exists.
We review agent session transcripts: where the tool drifted off course and what the context was missing. We score 24 behaviours. A baseline reading, then repeats: the difference shows how much skill has actually transferred.
We take the same measurement before the rollout and after it. Below is an example from our own team. In your company we measure the same things, on your data.
Time from picking up a task to production · internal Personit measurement
Cycle time, PR size and lifetime, review wait time, fixes after release.
Lines of code and “percentage of code written by AI”. Both are easy to inflate.
A baseline reading, then repeats. Recommendation in two working days.
How many engineers, which repositories, which AI tools you already use. We will come back with a proposed scope.
Describe your projectWe will walk through your current process and tell you which gate or workshop to start with.
Book a free consultationOur whole software delivery process runs on AI. We test every element on ourselves first. The patterns come from 120+ projects across many industries.
Knowledge transfer combined with a rollout. We join your team, set up the gates, the harness and the models, and work side by side with your engineers on your own tasks. When we finish, you have a process owner on your side and full documentation.
Not for the gates. Tests pass or fail, the coverage threshold is met or missed, a secret is in the diff or it is absent. The same set runs on Java, .NET, Python and TypeScript. The instruction layer and the agentic review we calibrate on your code.
With data you already have: time from picking up a task to production, pull request size and lifetime, review wait time, fixes after release. Plus the W4 assessment. We measure the same set at the start and after the rollout. We never count lines of code.
Within the first month. The first gates run on your pull requests, and you get the baseline assessment reading two working days after you hand over the session transcripts.
The rollout starts at PLN 30,000 net. We agree the scope and order of work during Discovery. You pay per weekly or monthly sprint, or a Fixed Price when the scope can be set upfront. You know the price before we start.
The gates in your repositories, a review skill calibrated on your code, an improved instruction layer, review checklists, process documentation, both assessment readings and a trained process owner.
You do. The gates, skills, instructions and documentation stay in your repositories. Where full rights cannot be transferred (third party tools, for example), you get a licence to use them.
AI driven development improves the team that builds your software. AI implementation for business automates business processes such as quoting, documents and customer service. Two separate services, and two separate teams on your side.
Want to automate business processes such as quoting or documents? See AI implementation for business →
We create innovation together
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+48 799 161 511
