Knowledge sharing
AI & Engineering Insights
Practical perspectives on AI automation, engineering best practices, and building intelligent systems. Written by engineers with 20+ years of experience delivering for global brands.
Topics we cover
AI Automation
Practical approaches to identifying automation opportunities, evaluating LLM fit, and building production-ready agent workflows.
Engineering Practices
Patterns, tradeoffs, and lessons from 20+ years delivering full-stack systems — from architecture decisions to production hardening.
Cloud & Infrastructure
AWS architecture, serverless patterns, IaC, and the operational considerations that separate hobby projects from production systems.