Building a Production-Grade WMS RF Application
A WMS RF migration centered on warehouse-scoped identity, shared domain rules, idempotent writes, offline recovery, and native printing.
LOGBlog
Engineering Notes
Database-backed investigations, migration lessons, production recovery, and practical AI-assisted engineering.
Page 5 / 7
Migrating a Legacy TMS with a Capability Matrix and Real Smoke Tests
A legacy transportation-system migration organized around capability mapping, end-to-end business flows, idempotency, and runtime verification.
Launching Codex Without TUN Using the Current Windows Proxy
Making a Codex desktop launcher resilient to local proxy port changes while keeping failure handling safe.
When a Production Dashboard Shows Zero Despite Having Data
Replacing full-detail loading with database aggregation after a production dashboard timed out and left every counter at its initial zero.
Building a Custom Codex Pet from Character Art to a Validated Sprite Sheet
A reproducible workflow for turning a character design into a Codex-compatible animated pet with repeatable assembly and frame-by-frame visual review.
Company, Operating Organization, Project, and Warehouse in a Logistics Data Model
A source-backed model of four ownership dimensions that are often confused in enterprise logistics applications.