Notes from the field — building AI systems that actually work. No hype, just lessons from production.
A post-deliverable QA ritual: fan out independent critics, compare against real examples, and recurse until zero open critiques.
Lessons learned building and deploying AI systems across four companies — from guardrails and monitoring to shipping fast.