LonsLabs: Every Failure, Versioned

Field notes

The homepage defines a failure record as more than a ticket: it includes the triggering input, execution trace, outcome, and a person’s judgment. Similar failures are clustered, converted into permanent harness cases, and tested against both the proposed fix and prior passing cases. The described process ends with owner approval and production measurement, with lessons written into prompts, context, tools, policies, evaluation, or environment rather than left in discussion threads.