Engineering Notes

Deep-dives into decisions, incidents, and lessons from building data platforms and backend infrastructure at scale. These notes capture production problems that exposed deeper architectural constraints, migration strategies that worked, and recovery patterns that became platform doctrine.

See the full ten-incident ledger for lock contention at scale, silent failures, architectural incompatibility under deadline, and leadership under crisis.