Tag

OpenAI

26
lip 2026

Deterministic where you can, model where you must

Last time I wrote about the judge that scores my benchmark, I left one thing out. That post was about adding a model to the scoring. It was not about the fact that the model is the…

AI · Programming
10 min
23
lip 2026

Why I still score my own benchmark, even though two LLM judges do it for me

Last time I wrote about my benchmark (the code that kills your browser), I skipped the boring part. Sixteen models, six attempts each, one task – that is 96 HTML files somebo…

AI · Programming
10 min
05
lip 2026

Let Claude Code write, and Codex check it

After Anthropic’s recent moves – higher prices, hard-trimmed limits – a question I keep hearing more and more comes back: “Codex or Claude Code?”. And…

AI · Programming
10 min
21
cze 2026

One small trick and you stop losing context in local LLM models

Recently I was messing around with the Refio plugin and testing it on local LLM models. In theory everything worked: the model was supposed to get the whole project context –…

AI
6 min
04
cze 2026

Code that kills the browser – observations from a small LLM benchmark

There’s a moment when the model returns code, the file opens, and for two seconds you think it works. Sometimes it actually does. Other times the browser tab goes blank, or y…

AI
6 min
04
maj 2026

Every LLM writes the same Todo App. And I mean that literally

I’m building a benchmark of local models. Simple task: build a Todo App in a single HTML file – add, delete, mark as done, filters, localStorage. Trivial. Each model ge…

AI
6 min
28
gru 2025

Refio – a local AI assistant for IntelliJ and 6 RAG techniques worth knowing

Genuinely practical RAG? It’s not just about building a vector index and hoping the LLM will find everything on its own. When you’re working on a project, you’re …

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7 min