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 –…
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…
Long time no post… on image generation. Recently I sat down with an old codebase and put together a quantization pipeline for diffusion models out of curiosity – SDXL, …
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…
How Refio manages conversation context, or how to fit a big project into limited AI memory AI models can do a lot these days. They can analyze code, write documentation, hunt for b…
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 …