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 OBS recording light turned green at 2:14 PM on a Sunday. I didn't click the button. Claude did. It opened OBS from my dock, navigated to...
Engr Mejba Ahmed
The QA agent found eleven bugs. Eleven. On the first pass. I'd just watched two other agents — a front-end developer and a back-end develope...
Engr Mejba Ahmed
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
The actual skill behind agent teams is not spawning agents. It is designing work so agents cannot collide, and gating their output so confid...
Engr Mejba Ahmed
The strongest argument for CLI tools over MCP servers is structural. A connected MCP server adds its tool listing to every session's context...
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
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