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 agent had been running for nineteen minutes and I was watching my API spend climb like a taxi meter stuck in traffic. I had asked for so...
Engr Mejba Ahmed
For about six months I had the wrong job title in my own head. I thought I was a developer who used Claude Code. Then I broke a production b...
Engr Mejba Ahmed
The draft of this post was produced by a skill — a single SKILL.md file that encodes how I write: my structure, my tag taxonomy, the phrases...
Engr Mejba Ahmed
I almost ignored it. Another spec, another acronym, another "vendor-neutral standard" press release landing in my feed on a Friday. Google C...
Engr Mejba Ahmed
Nine minutes. That's how long the Codex Product Design plugin took to hand me three genuinely different versions of a Linear-inspired issue...
Engr Mejba Ahmed
The number that stopped me wasn't the trillion parameters. It wasn't the price either, though we'll get deep into the price. It was a much s...
Engr Mejba Ahmed
The model that topped the benchmark chart lost four of my five tests. I want to start there because it's the whole point, and I almost didn'...
Engr Mejba Ahmed
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