Evaluating LLM claims against the live registry
A lab pattern: score invented fields versus confirmed registry facts before trusting agent output.
Read articleIndependent publication / English / Version-aware
Production intelligence for Odoo
Field notes, signals, kits, and experiments from live Odoo systems — version-aware, evidence-backed, independent.
01 / Series
Read by the kind of problem you are solving.
02 / Published 21/07/2026
New writing without unconditional “best practices.”
03 / Evidence gate
A piece only ships when every claim has a path back.
Pin the version
Do not blend major-release behavior or speak of “Odoo” as one immutable block.
Bind claims to sources
Every material conclusion needs a source, retrieval date, and re-checkable scope.
End with limits
Studio fields, custom modules, and the live registry can make generic docs incomplete.