Ivo's AI blog

Deep-dive on harnessing in agentic coding workflows. I'll share how one code factory can be built, with real examples, design principles and ways to not do it.

Success with autonomous coding agents isn't a given. Let's take autonomy apart, see what's inside, and find what we can actually control.

Fully autonomous coding workflows break down through compounding mistakes and hallucinations under uncertainty. I share two concepts that help keep the machine producing software instead of chaos, along with practical tactics.

Several people have asked how on earth is it possible to use up all the weekly credits from one Claude Max 220€ subscription, not to mention two of them. It's about building a factory that spends tokens for you, so here's a story about not

I made a pretty good breakthrough recently that often truly feels like 30x improved efficiency. Last time I wrote about arriving at a new bottleneck, which was a lack of a convenient way to parallelize work on the same codebase. Well, I seem to have found it! The key for