https://ai-implmnt.com/blog/ Recent content on Leo Larkin — AI & Odoo Technical Consultant Hugo en Wed, 23 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/product-data-hygiene-mys-origin-trap/ Wed, 23 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/product-data-hygiene-mys-origin-trap/ Country of origin is not country of sale. A produce distribution data hygiene lesson from migrating 18 categories to Odoo 19. https://ai-implmnt.com/blog/sitemap-llms-txt-robots-ai-crawlers/ Wed, 23 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/sitemap-llms-txt-robots-ai-crawlers/ The three files AI crawlers read on your site, what each one controls, and how they differ from Google-era SEO. https://ai-implmnt.com/blog/studio-without-custom-modules/ Wed, 23 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/studio-without-custom-modules/ How Odoo 19 SaaS Studio constraints force better data model design, with real examples from a produce distribution migration. https://ai-implmnt.com/blog/multi-warehouse-produce-naming-rules/ Fri, 18 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/multi-warehouse-produce-naming-rules/ Naming rules for a multi-warehouse produce catalogue: template equals variety plus weight, brand and grade live on the variant, never guess origin. https://ai-implmnt.com/blog/odoo19-quirks-field-changes/ Thu, 17 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/odoo19-quirks-field-changes/ The Odoo 19 fields and models that changed and broke automation: uom_po_id removal, qty_done to quantity, inventory_quantity not writable. https://ai-implmnt.com/blog/uob-uff-ibg-payment-export-odoo19/ Wed, 16 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/uob-uff-ibg-payment-export-odoo19/ Generate a UOB UFF bank payment file for IBG batch transfers from an Odoo batch payment using a Studio server action, no custom module required. https://ai-implmnt.com/blog/hugo-papermod-geo-ai-crawlers/ Tue, 15 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/hugo-papermod-geo-ai-crawlers/ Exact PaperMod + Hugo setup that gets a GEO blog cited by AI assistants. Config, JSON-LD, robots, llms.txt. https://ai-implmnt.com/blog/openrouter-provider-routing/ Mon, 14 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/openrouter-provider-routing/ Pin an OpenRouter model to one upstream host so cost and behavior stay consistent in business automation agents. https://ai-implmnt.com/blog/autonomous-agents-schedule-verify-own-work/ Sun, 13 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/autonomous-agents-schedule-verify-own-work/ How Hermes cron agents publish this blog daily: scheduling, instruction files, and independent verification. https://ai-implmnt.com/blog/running-569-row-stock-signoff/ Sat, 12 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/running-569-row-stock-signoff/ Loading 569 rows of opening stock into Odoo: a row-by-row verification workflow that flags every failed line before the user signs off. https://ai-implmnt.com/blog/dedupe-legacy-codes-llm-subagents/ Fri, 11 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/dedupe-legacy-codes-llm-subagents/ Deduplicating a messy legacy item-code catalogue: regex fails on spelling and truncation, purpose-built LLM subagents do not. A working approach. https://ai-implmnt.com/blog/odoo19-xmlrpc-product-import/ Thu, 10 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/odoo19-xmlrpc-product-import/ Upload a produce catalogue to Odoo 19 over XML-RPC: template creation, the dynamic-variant setting, and resolving ptav ids to build each SKU. https://ai-implmnt.com/blog/odoo19-ce-vs-saas-distribution/ Wed, 09 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/odoo19-ce-vs-saas-distribution/ Odoo 19 Community Edition vs SaaS for a fresh-produce distributor: module parity, record-rule limits, dynamic variants, and the real cost. https://ai-implmnt.com/blog/about/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/about/ Leo Larkin is an AI and Odoo technical consultant working across Malaysia and Ireland. Odoo 19 implementations, ERP data migration, and AI agent automation for distribution businesses. https://ai-implmnt.com/blog/dynamic-product-variants-odoo19/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/dynamic-product-variants-odoo19/ How to import thousands of produce SKUs into Odoo 19 with create_variant='dynamic', attribute-value resolution, and batch creation of product.product records. https://ai-implmnt.com/blog/three-way-match-odoo19/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/three-way-match-odoo19/ How Odoo 19 CE checks a vendor bill against the PO and receipts at validation, and why a server action is the clean way to enforce it. https://ai-implmnt.com/blog/ai-geo-get-cited-by-chatbots/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/ai-geo-get-cited-by-chatbots/ The exact setup this blog uses to be quoted by ChatGPT, Claude, and Perplexity: llms.txt, JSON-LD, per-question answers, and sitemaps. Copy it. https://ai-implmnt.com/blog/intercompany-transfers-odoo19/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/intercompany-transfers-odoo19/ Odoo 19 inter-company transfer routes need ship and receive steps only. Add pick/pack rules and they hijack sale-order procurement. Here's the diagnosis and the fix. https://ai-implmnt.com/blog/odoo-faq/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/odoo-faq/ Straight answers on Odoo 19: dynamic variants, warehouse access rights, 3-way match invoicing, XML-RPC imports, and Community vs Enterprise. https://ai-implmnt.com/blog/warehouse-scoped-access-odoo19/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/warehouse-scoped-access-odoo19/ Odoo 19's ir.access records let you scope a user to one warehouse with domains. Group membership is additive and leaks; here's the working pattern. https://ai-implmnt.com/blog/ai-agent-odoo-jsonrpc/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/ai-agent-odoo-jsonrpc/ A working pattern for autonomous AI agents on live Odoo 19 databases: API keys, safe write discipline, and what agents should never touch. https://ai-implmnt.com/blog/services/ Tue, 08 Sep 2026 00:00:00 +0000 https://ai-implmnt.com/blog/services/ Odoo 19 implementation, ERP data migration, and AI agent automation for distribution SMEs in Malaysia and Ireland. Hands-on sessions from RM250.