Stop Tutorial Hell: How I Actually Learn Coding Fast
Tutorial hell is not a knowledge problem. It is a habit problem: you have trained your brain to require a guide before touching a keyboard,...
Engr Mejba Ahmed
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
Tutorial hell is not a knowledge problem. It is a habit problem: you have trained your brain to require a guide before touching a keyboard,...
Engr Mejba Ahmed
I deleted forty-seven custom prompts last Tuesday. Not because they were bad — some of them took me hours to write, testing every edge case,...
Engr Mejba Ahmed
I was halfway through building an autonomous agent pipeline in Claude Code when a notification pulled me out of flow state. Google had dropp...
Engr Mejba Ahmed
Most multi-agent advice gets the hard part wrong. The hard part is not making agents talk to each other. It is deciding what they are allowe...
Engr Mejba Ahmed
I spent three months last year building a custom AI agent from scratch. Hundreds of lines of system prompts. Carefully tuned tool definition...
Engr Mejba Ahmed
Three weeks ago, I almost mass-deleted every automation I'd built over the past year. Not because they were broken. They were working fine —...
Engr Mejba Ahmed
Three weeks ago, I had fifty screenshots cluttering my desktop, a YouTube video I needed to repurpose into four different content formats, a...
Engr Mejba Ahmed
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