Parsing 10M Addresses Without Losing Context
What broke in early runs, how we fixed locale edge cases, and the benchmarks that mattered in production.
A tighter baseline grid, denser post cards, and quiet red accents around links and separators. The intention is continuity with a cleaner reading rhythm.
What broke in early runs, how we fixed locale edge cases, and the benchmarks that mattered in production.
A small refactor that removed silent failures and made bad provider responses visible in logs.
Deterministic screenshots with browser automation, stable coordinates, and repeatable visual checks.
Tile rendering and preview tooling for clean aerial snapshots at scale.
Tightening feedback loops by splitting expensive workflows from core guardrails.
Using red as punctuation, not decoration. Hierarchy first, personality second.