Recovering a Failed Automatic Proxy Group with a Local Failover Guard
How request-based health checks, bounded local control, and explicit ownership turned a stale automatic proxy group into a recoverable connection path.
TAGTags
reliability
4 articles
Making AI Actors More Believable with Enforceable Production Checks
How reviewed fictional actors, actions driven by visible causes, pre-generation frame review, model routing by shot importance, and file hashes make realism checks repeatable and version-specific.
Assigning Incrementing Job IDs Without Duplicating Paid Work on Retry
How a stable allocation key and a process lock let a recurring paid pipeline create several jobs per period without duplicating work when a scheduled run retries.
Reliable RF Label Printing on a Lossy Network
How I diagnosed interrupted RF label batches and added per-label delivery with a retry boundary that avoids duplicate prints.