LO
Local AI • Jul 13, 2026
Security Review: local LLM prototyping
The security and permission concerns that should be reviewed. how local models support demos, privacy-sensitive tests, and offline workflows
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
LO
Local AI • Jul 12, 2026
Evaluation Strategy: local LLM prototyping
How to measure quality, reliability, and operational readiness. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Jul 10, 2026
Common Failure Modes: local LLM prototyping
The mistakes teams should identify before launch. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Jul 09, 2026
Implementation Checklist: local LLM prototyping
A practical checklist for building and reviewing the workflow. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Jul 07, 2026
Architecture Guide: local LLM prototyping
A system-design view for planning production implementation. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Mar 08, 2026
DropTicks Field Notes: local LLM prototyping
Opinionated engineering notes for practical AI and software delivery. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Mar 06, 2026
Scaling Notes: local LLM prototyping
How the workflow changes as traffic, users, or data volume grows. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Mar 04, 2026
Tooling Map: local LLM prototyping
A map of useful tools, libraries, and platform decisions. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Mar 03, 2026
Team Workflow: local LLM prototyping
How engineering, product, and operations teams should collaborate. how local models support demos, privacy-sensitive tests, and offline workflows
LO
Local AI • Mar 01, 2026
Deployment Playbook: local LLM prototyping
How to prepare the workflow for CI/CD and production operations. how local models support demos, privacy-sensitive tests, and offline workflows