BEYOND HAPPY PATH ENGINEERING: DATABASES

Summary from the TLDR Data newsletter

Production databases fail at the edges: stale replica reads, ambiguous commits, deadlocks, and live migrations can break flows that pass the happy-path tests. The practical takeaway is to enforce invariants at the database boundary with guarded writes, constraints, short transactions, idempotent retries, and explicit recovery procedures.