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
I killed the herdr server with kill -9 while two panes were running, then restarted it and checked what came back. The layout returned perfe...
Engr Mejba Ahmed
A model I couldn't download beat Claude Fable 5 on a public leaderboard, and I spent an afternoon trying to prove the number wrong. That's t...
Engr Mejba Ahmed
The model that supposedly won this comparison doesn't exist. Neither do two of the three names people keep repeating. That's not a nitpick —...
Engr Mejba Ahmed
The number that stopped me last week wasn't a benchmark. It was 25. Twenty-five degrees of freedom, in a single robotic hand, built by a com...
Engr Mejba Ahmed
The task ran. The task synced. The task showed up on my phone. And then Claude, on a 6-inch screen in the back of a rideshare, told me it co...
Engr Mejba Ahmed
Claude Cowork mobile is Anthropic's July 7, 2026 update that moves Cowork off your desktop and into the cloud — you can now run, monitor, an...
Engr Mejba Ahmed
The number that stopped me wasn't a benchmark. It was a token count. xAI shipped Grok 4.5 on July 8, 2026, and my first reaction was the sam...
Engr Mejba Ahmed
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