Frost Labs · Writing https://ai-frost.com/writing/ Technical notes from David Frost on Odoo, multi-marketplace e-commerce, AI-augmented engineering, and the bugs you don't know are silently costing you revenue. en-US Sun, 31 May 2026 12:00:00 GMT Hand-rolled · Frost Labs © 2026 Frost Labs LLC david@ai-frost.com (David H. Frost) david@ai-frost.com (David H. Frost) The test suite as AI safety net https://ai-frost.com/writing/test-suite-as-ai-safety-net/ https://ai-frost.com/writing/test-suite-as-ai-safety-net/ Sun, 31 May 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) The hidden write-cascade in marketplace_base.product_template.write() https://ai-frost.com/writing/odoo-product-template-write-cascade/ https://ai-frost.com/writing/odoo-product-template-write-cascade/ Sun, 24 May 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) A watchdog snapshot/diff system for Odoo production https://ai-frost.com/writing/odoo-watchdog-snapshot-diff-system/ https://ai-frost.com/writing/odoo-watchdog-snapshot-diff-system/ Sun, 17 May 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) Migrating Odoo staging to production without XML-RPC https://ai-frost.com/writing/odoo-staging-to-production-without-xmlrpc/ https://ai-frost.com/writing/odoo-staging-to-production-without-xmlrpc/ Sun, 10 May 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) Made-to-order on Odoo + Amazon: why qty=999 is intentional and product.free_qty is the wrong field https://ai-frost.com/writing/mto-odoo-amazon-qty-pattern/ https://ai-frost.com/writing/mto-odoo-amazon-qty-pattern/ Sun, 03 May 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) Reconciling Amazon variation families at scale https://ai-frost.com/writing/amazon-variation-family-reconciliation/ https://ai-frost.com/writing/amazon-variation-family-reconciliation/ Sun, 26 Apr 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) Diagnosing eBay [21916735] errors on multi-variation listings https://ai-frost.com/writing/ebay-21916735-variation-listings/ https://ai-frost.com/writing/ebay-21916735-variation-listings/ Sun, 19 Apr 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) AI-augmented Odoo engineering: the practice stack that makes 3-day audits economical https://ai-frost.com/writing/ai-augmented-odoo-engineering-practice/ https://ai-frost.com/writing/ai-augmented-odoo-engineering-practice/ Sun, 12 Apr 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) Walmart's /v3/items pagination is broken. Here's the workaround. https://ai-frost.com/writing/walmart-v3-items-pagination-bug/ https://ai-frost.com/writing/walmart-v3-items-pagination-bug/ Sun, 05 Apr 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) Amazon productType is sticky. PATCH doesn't change it. https://ai-frost.com/writing/amazon-producttype-stickiness/ https://ai-frost.com/writing/amazon-producttype-stickiness/ Sun, 29 Mar 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) Recovering 32,500 Odoo image derivatives after an ORM cascade https://ai-frost.com/writing/odoo-image-derivative-cascade-recovery/ https://ai-frost.com/writing/odoo-image-derivative-cascade-recovery/ Sun, 22 Mar 2026 12:00:00 GMT david@ai-frost.com (David H. Frost) The Odoo + Amazon lead-time-to-ship wipe bug across FBM listings https://ai-frost.com/writing/odoo-amazon-lead-time-wipe-bug/ https://ai-frost.com/writing/odoo-amazon-lead-time-wipe-bug/ Sun, 15 Mar 2026 12:00:00 GMT david@ai-frost.com (David H. Frost)