Video · David Ondrej ·
I'm hiring! Email me why I should hire you at this email address: hiring AT cloudroom DOT dev
A tool or model opens in the Heidelberg AI Curriculum: what it does, what it costs, how to start. A repo opens on GitHub.
VideoDavid Ondrej
The video presents a fully agent-driven software workflow using frontier models, focused on rapid production shipping, cross-model code review, and isolated cloud execution. It argues that engineers should think like architects, delegate most coding to agents, and use human judgment mainly for task definition, risk assessment, and review.
VideoDavid Ondrej
The video explains how “abliterated” or uncensored open-weight models remove refusal behavior while retaining most of their knowledge and capability. It compares jailbreaks, fine-tuning, and weight editing, then covers practical ways to run these models locally, through APIs, or on rented GPUs for private development and defensive security testing.