Blog · operating log from AI-native teams

Real incidents, real retros,
walked end-to-end through the workflow.

No tutorials here, only events. Every post is a real incident — real prompt, real diff, real fix chain — read alongside the six-step workflow: what each step is meant to be, versus what it actually was on the day.

1. CASE 01

   2026-05-14 · 22 lines of code · 25 hours to fully fix

   22 lines of SCAN, and production Redis went down.

   Codex wrote it in 5 minutes; it was committed 20 minutes later; the incident started at 23:54 the same night. Walked back through the six steps — every step skipped is a step where the incident is buried.

   Codex CLIRedis SCANArchitect skippedPrompt rewrite

   Read this case →

2. CASE 02

   Coming soon

3. CASE 03

   Coming soon

Want the full method? Six-step workflow ↗·Want to install the Skill? From realRoc/skills ↗·Prefer to play it? HireRPG game ↗