Notes
Recent notes
Short write-ups about decisions I've made and things I've learned while building.
SecurityMLDjangoPostgresProduct
2026-02-04
SecurityThreat modeling a small fintech app
A 20-minute threat map that actually gets used.
2026-02-01
PostgresPostgreSQL habits that saved me
Index discipline, sane migrations, fewer surprises.
2026-01-27
ProductBuilding auth flows without pain
Reduce attack surface without wrecking UX.
2026-01-12
DjangoHow I structure Django + DRF projects
Clean, boring architecture that survives refactors.
2025-12-20
MLML experiments that failed faster than expected
Lessons from models that quit early.