Production intelligence for Odoohttps://odoofield.com/en-ushttps://odoofield.com/en/lab/live-registry-claim-evaluation/https://odoofield.com/en/lab/live-registry-claim-evaluation/A lab pattern: score invented fields versus confirmed registry facts before trusting agent output.Tue, 21 Jul 2026 00:00:00 GMThttps://odoofield.com/en/advisory/automation-fit-boundaries/https://odoofield.com/en/advisory/automation-fit-boundaries/Explicit non-fit cases: multi-company tax edge cases, broken valuation, and unscoped AI write ambitions.Tue, 21 Jul 2026 00:00:00 GMThttps://odoofield.com/en/signals/odoo-json-2-transport-watch/https://odoofield.com/en/signals/odoo-json-2-transport-watch/A short, version-scoped signal: external clients should pin transport assumptions and re-test on upgrade.Tue, 21 Jul 2026 00:00:00 GMThttps://odoofield.com/en/kits/safe-mcp-write-checklist/https://odoofield.com/en/kits/safe-mcp-write-checklist/A bounded write path: scope credentials, confirm target, inventory fields, then write — never invent models.Tue, 21 Jul 2026 00:00:00 GMThttps://odoofield.com/en/notes/runtime-grounded-odoo-fields/https://odoofield.com/en/notes/runtime-grounded-odoo-fields/Why field inventories must come from the live registry, not model memory, before an agent writes anything.Tue, 21 Jul 2026 00:00:00 GMT