Tag Index
Tag: Data Validation
Deterministic checks, parity arguments, and migration confidence.
- Making SQL Migration Review Deterministic Before Rewriting Anything
Before AI rewrites legacy SQL, make review inspectable first: deterministic payloads, graphs, and readiness cues—not assumption-heavy diffs alone.
- When Final Output Diff Is Not Rewrite Diff
Freezing input boundaries to separate rewrite behavior from upstream identity drift.
- Shape Parity Is Not Semantic Parity
When base group counts stay stable but derived totals drift, downstream filters can collapse the output without a failed job.