A conversational video avatar of me, built on Kaltura's Immersive Agents platform: what it is, how it is configured, and what I learnt.

How NicAI tries to write like me: stacked writing rules, a persona spec built from my own sent messages, a blind test, and why drafts still need my edit.

How my ~/ai folder is split into domains, the file conventions every agent follows, and how a plain TASKS.md file drives the agents.

Training a small model to write in my voice, wired behind a frontier model that does the thinking. When it beats prompting, and what it costs.

Ruben Hassid's nine patterns that give AI text away now the em-dash is dead, plus his six-step fix built on ASD-STE100.

The LLM-maintained wiki pattern (after Karpathy), and how I turned it into a working skill that ingests my files nightly and keeps a cross-linked knowledge base current.

A reusable NicAI skill that raises any artifact's quality through a make, critique, score loop until a weighted panel of expert agents converges.

The six most common mistakes people make building an AI OS (second brain), the fix for each, and a prompt to apply them to your own setup.

my Saturday, working with agents