Tutorials and build notes on AI agents, web applications and cloud infrastructure, informed by 8+ years of software development work.
605 articles across 55 topics
The automations businesses pay for are not the ones that demo well. After 8+ years and 1,500+ projects — my own platforms plus client work t...
Engr Mejba Ahmed
Thirty seconds. That's how long it takes Austin Lau to generate a complete set of Google Ads responsive search ads — fifteen headlines, four...
Engr Mejba Ahmed
I opened Claude Code on a Monday morning and asked it about a refactoring decision I'd made the previous Thursday. It had no idea what I was...
Engr Mejba Ahmed
The moment I knew this wasn't another YouTube tutorial was chapter 4 — the security chapter. Manikani pulled up a Shodan scan showing over 1...
Engr Mejba Ahmed
I know exactly what AI guessing costs, because I have paid the bill. In spring 2026 this site's Google indexation collapsed from around 7,00...
Engr Mejba Ahmed
The Slack notification from a developer friend hit me at 11 PM on a Wednesday: "Codex just shipped plugins. There are like 20+ of them. You...
Engr Mejba Ahmed
I was mid-prompt on a client project Wednesday evening — Opus 4.6 humming along, refactoring a payment service — when a friend dropped a For...
Engr Mejba Ahmed
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