Notes from practice.
What we learn building software, digitalizing processes and shipping AI where it makes sense.
AI Readiness in practice: where to actually start
Everyone wants AI. Few are ready for it. Here is the five-step assessment we run before writing a single prompt, so the pilot proves value instead of becoming shelfware.
Digitalization without the pain
Three principles for moving paper and Excel processes into a system that scales, without a year-long rollout.
Corporate chatbots that don't hallucinate
How we ground assistants in your own knowledge with RAG, and the guardrails that keep answers accurate.
How we build teams with impact
A culture that retains seniors and grows juniors: ownership, short decision paths and honest feedback.
Zero-downtime migrations, in practice
Replacing a legacy system while it is serving thousands of users a day. The strangler pattern, done carefully.
Codeless test automation with Tomtit
Why we built a drag-and-drop studio on top of Robot Framework, and how teams ship tests 3x faster.
Where automation actually pays off
Not every process is worth automating. A simple framework for picking the ones that return real hours.
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