The Library
Notes from the build: what worked, what broke and what I’d do again. Written while the details are still sharp.
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AI Research
What making AVENOR taught me about directing AI video models: the Director's Lock, spatial persistence and why "look sad" doesn't work.
2 min read
Build Logs
How Ilyria separates seeing a token, deciding to buy it and spending money on it, and why every trading-bot bug I've studied lives where those three blur.
2 min read
Product Development
Why Vault enforces who-can-see-what in PostgreSQL itself (147 row-level security policies) instead of trusting every endpoint to remember.
2 min read
Engineering Notes
Twelve Expert Advisor builds, 815,029 cancelled orders and one rule that made algorithmic trading work measurable.
3 min read
Lessons Learned
What running a football awards night on real money taught me about payments, free tiers and writing the post-mortem while it's still fresh.
2 min read