Tech notes, learnings & development experiences
February 2026 was inspired by openclaw to start using tmux, from status bar, split screen, remote development all the way to stacking to multi-agent division of labor.
The memvault trilogy omnibus - writing, organizing, and recalling into one map, complementing the CLT cognitive load, 4 Event Flows, and RxJS Reactive triple cross-track mindset.
Cross-session memory extraction, from "can save" to "can call back". Three contexts, one pipeline, and 11 layers of sorting.
memvault's Background Track Journey of the Heart. Nightly 4pm dream circles, knowledge check-ups, and hobby portraits-it's not enough to put them in the vault, it's healthy to forget what's outdated.
memvault's Write Track Reality Check. From the idea of a napkin, the project has grown into a three-gate and two-track writing process.
A coworker's AI CLI tool deleted the entire project folder. This incident allowed us to start building a definitive fence.
My AI Development Journey from Handwriting to Commanding
199 tools, 40K tokens per schema round-until 90% is cut with a five-tier architecture. tool management in the age of the AI Agent in action.
The reasons behind every SEO decision in building a blog with Astro + PostgreSQL - and the pitfalls that almost made posts disappear from search results.