Knowledge base

Honest about AI and time.

Practical articles on AI coding agents, time savings and working safely. No hype.

Practical knowledge, explained honestly.

Does AI really make developers faster? What the research says

From 56% faster to 19% slower. The randomised studies contradict each other. Here is how to read them, and what they mean for your business.

Old code that nobody dares to touch costs you time every week. Here is how to make that cost visible and pay it down without rebuilding everything.

One in three Belgian companies uses AI, far above the European average. Yet most of them hit the same obstacle.

From first conversation to a team that works with AI agents on its own. What happens week by week and what we need from you.

The difference between a usable proposal and wasted time often lies in the task. Five elements every good task contains.

Using AI tools without sending your source code or customer data to the other side of the world. A practical checklist.

Review is the price of working safely with agents. This way of working keeps that price low.

An honest picture without the hype. Where agents are strong today, where they go wrong and why a person always has the final say.

Agents are powerful, but they do not suit everything. Five situations where you are better off putting a person on the job.

Before you automate anything, you need to know which work eats your hours. Here is how to map it in one week.

Tell us in a free one-hour online conversation. You get a written scan with our honest estimate, even if the answer is that there is little to gain.