Tutorials and build notes on AI agents, web applications and cloud infrastructure, informed by 8+ years of software development work.
596 articles across 55 topics
The most misread repo of 2026 is Andrej Karpathy's autoresearch. The famous version of the story — pushed to GitHub on March 7, agent ran ex...
Engr Mejba Ahmed
The PDF had diagrams. Not text descriptions of diagrams -- actual flowcharts, architecture visuals, annotated screenshots. Every embedding m...
Engr Mejba Ahmed
I killed a $47 token budget in nineteen minutes the first time I enabled Claude Code agent teams: four agents on one codebase, all editing t...
Engr Mejba Ahmed
The strongest argument for CLI tools over MCP servers is arithmetic, and I ran it on my own workflow. A browser form test through an MCP pip...
Engr Mejba Ahmed
Every "must-have MCPs for Claude Code" list I have read shares a flaw: it is a list of things the author installed, not things the author ke...
Engr Mejba Ahmed
My laptop was closed. Lid down. Sitting on my desk at 3 AM while I slept. And when I woke up, Claude had already reviewed my pull request, f...
Engr Mejba Ahmed
Three weeks ago I hit a wall that had nothing to do with Claude Code's intelligence. My agent was brilliant — Opus 4.6 running with 1M conte...
Engr Mejba Ahmed
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