Blog
Project notes and guides to technology decisions, costs, and risks in business operations.
125 articles found
For Technical Teams
Database Intact, Files Missing: A Backup Gap
A case study in orphaned blobs: 400 media files referenced by healthy database rows, missing from storage — and why only 45% came back.
For Business
PPE Detection Cameras: What Deployment Needs
Before deploying PPE cameras, test placement, lighting, false alerts and supervisor follow-up at the actual site.
For Technical Teams
API Versioning When Vendors Don't Version Anything
Vendor APIs change without notice. Tolerant readers, contract tests, an anti-corruption layer, and pinning keep integrations alive.
For Business
RAG: AI Answers From Your Business Data
How RAG grounds LLM answers in your own data, why hybrid search beats either method alone, and when RAG is overkill.
For Technical Teams
Your pg_dump Is Not a Backup Until You've Restored It
A dated dump file is not a backup. Restore testing, object storage in scope, and the integrity checks that make recovery real.
For Business
Choosing a Tech Stack for an SME System: Boring Wins
Why boring, hirable technology beats the newest framework for an SME system, plus vendor questions to ask.
For Technical Teams
Reading Legacy Utility Meters With a Camera: ESP32-CAM OCR
Retrofitting analog utility meters with ESP32-CAM OCR — mounting, lighting, confidence thresholds, and the economics versus meter replacement.
For Business
Offline-First Apps That Keep Field Teams Working
Field teams must save work without a signal. Test synchronization, conflicting edits and duplicate submissions before rollout.
For Business
AGPL in Commercial Computer Vision: The Ultralytics Question
Ultralytics YOLO is AGPL-3.0. Three compliant options for closed-source CV products, and the questions to ask any CV vendor.
For Business
Digitizing Jastip Orders, Payments, and Refunds
Small social-commerce sellers outgrow chat and spreadsheets. The minimum system — order status, payment status — that fixes it.
For Business
Managing Android TV Fleets for Signage and IPTV
Provisioning, lockdown, content sync, and heartbeat telemetry for fleets of commodity Android TV boxes running digital signage and hospital IPTV.
For Technical Teams
PhotoRec: Limits of File and Folder Recovery
What PhotoRec file carving recovers from a failed NTFS drive, what is permanently lost, and how to triage 1,600 documents that come back without names.