Tutorials and build notes on AI agents, web applications and cloud infrastructure, informed by 8+ years of software development work.
595 articles across 55 topics
The bottleneck in agent-assisted development has quietly moved. It is not code generation — Claude Code writes competent code faster than I...
Engr Mejba Ahmed
The entire difference between an AI chatbot and an AI agent, on my machine, is twelve lines of JSON. This is the actual, complete .mcp.json...
Engr Mejba Ahmed
Three days ago I loaded an entire Laravel monolith — 847 files, roughly 120,000 lines of code — into a single GPT 5.4 context window. No chu...
Engr Mejba Ahmed
Claude Code got scary good, but not the way the launch-day threads describe it. The marquee features — a new model, a desktop app, voice inp...
Engr Mejba Ahmed
I handed Claude Co-work a 22-page vendor contract last Tuesday and asked it to flag anything I should worry about. Three minutes later, I ha...
Engr Mejba Ahmed
I had GPT 5.4 Thinking build me a 15-slide presentation, a fully functional Excel spreadsheet with live formulas, and a research report with...
Engr Mejba Ahmed
Three weeks ago, I watched a developer run a full-site SEO overhaul — the kind that normally takes a four-person team an entire week — in tw...
Engr Mejba Ahmed
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