Getting Google Nest Cameras Into Frigate NVR
The full story of getting Nest cameras streaming into Frigate with Hailo-8L AI detection — including the bugs Google won't tell you about.
Tag: engineering
7 posts
Beyond Context Windows
What if the LLM didn't read your document — what if it queried it? The Recursive Language Model pattern treats long texts as environment, not input.
Zero-Build Web Development
What happens when you build a three-zone operations platform for a martial arts club with no framework, no build step, and no npm.
The Cognitive Cage: Humanoid Robot Fatality Risk
A probabilistic risk model for VLA-driven humanoid fatalities projects a 'Danger Zone' between 2027–2029: the mechanism, timeline, and what follows.
Building a Personal Site in 2026
The case for constraint-led web development — Astro, zero custom fonts, no framework overhead, and a site that outlasts its builder's attention.
Why I Build in Public
On showing your work, shipping imperfect things, and why the commit log is more honest than the readme.
The NotebookLM Pipeline
How I automated audio overviews, quizzes, mind maps, and infographics for 32 projects using NotebookLM's API and some shell scripts.