Voice + consistency: vary stock formulas, vendor-balance orient.py, unify loop (#48,#49,#51) (#68)

Co-authored-by: claude <claude@jpaul.io> Co-committed-by: claude <claude@jpaul.io>
2026-06-22 17:45:33 -04:00
parent f7011d4211
commit f743bb671b
12 changed files with 35 additions and 33 deletions
@@ -137,8 +137,7 @@ run identically — laptop, pipeline, production.

 ## The AI angle

-A generic devops course teaches Docker the same way. What makes containers matter *more* in
-AI-assisted work:
+Docker itself you may already know. What makes containers matter *more* in AI-assisted work:

 - **AI writes code for an environment it can't see.** The model assumes packages are installed, a
  certain runtime version, paths that exist on *its* imagined machine. "Works on my machine"