Writing
Notes will come when they are honest enough to keep.
I will use this space for clear notes on data systems, AI, security and the lessons from building PHANG. I am not filling it with pretend authority just to make the site look busy.
Quiet is better than fake.
Data systems
How systems remember, move and protect state.
Applied AI
Using models without letting them become the whole product.
Security
Boundaries, ownership, failure and trust.
Building PHANG
What I learn from building under real constraints.