stather (v.)

Lessons

Cross-cutting rules, each earned by an incident and each enforced by something other than memory. If you hire me, these five are what I bring on day one: prove the backup by restoring it, make every gate fail before you trust it, put anything that outlives a session in a workflow, gate on a property the good output cannot violate, and report every tier.

RuleThe incidentWhere it lives now
A green exit is not donetwo corpora backed up nowhere under a green nightly; two converters exited zero having written nothingbackups drill weekly; gates check invariants
Gate on invariants, not symptomsa symptom rule caught 2 of 79 over-expanded papers; one byte ratio caught 79 of 79corpus quality gate
Temporal or it’s a POCa home-directory wipe killed every job started from a terminalevery multi-hour job is a workflow
Verify by attacking the gatea router scored 15 of 15 tuned and 15 of 23 blindtamper tests in every gate’s suite
Measure the endpoint, not the proxytwo runs compared at equal steps had not seen equal textper-tier reporting, never aggregate-only