For a Czech financial institution’s developer teams — measured before and after.
- Benchmark
- 15 golden tasks
- Quality
- 78.5% before, 95.2% after
At a glance
- Workshop with a live proof of concept
- 1 day, up to 12 developers
- Champion programme
- 6 weeks
- Mentoring for tech leads
- Monthly
Your developers learn agentic engineering on their own repositories: context files, skills, guard rails, memory and review discipline. A champion network keeps the practice alive after I leave.
Who it is for
Heads of engineering whose teams have AI seats but no shared practice, and organisations that need AI literacy under Article 4 of the EU AI Act.
What you get
Every developer productive with agents in your own stack, one shared kit of skills and guard rails installed per repository, named champions, and a before-and-after measurement.
Formats
Workshop with a live proof of concept
1 day, up to 12 developers
We build a real change in your code with agents, end to end.
Champion programme
6 weeks
A few developers become the team's internal coaches.
Mentoring for tech leads
Monthly
Reviews of how your team works with agents, and what to change.
How it runs
Call
What your team uses today and where it stalls.
Audit
I read your repositories and tooling before the first session.
Workshop
Hands-on in your codebase, with a working result by the end of the day.
Measure
The same benchmark tasks before and after, so the gain is a number, not a feeling.
Proof
A build kit for AI agents that survive a crash mid-task, stop at their budget and touch nothing without your approval.
- Crash test
- Kill the container mid-task and the run resumes
- Approvals
- Every action set to always, first time only, or never
- Spend
- Capped, and broken down per agent and model
One tunnel for your whole dev team: a tester circles a bug and writes one sentence, an agent fixes it and posts the after-shot.
- Findings answered
- 148 from 37 sessions, across 3 PRs
- Tester time
- 3.9 h
- First commit to v5.10
- About 12 weeks
Prices on request: tell me the scope and I will send a fixed quote.