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
Two authoritative sources say opposite things about this model, and nobody has reconciled them. Anthropic's own prompting documentation stat...
Engr Mejba Ahmed
On July 30 my claude doctor output told me two contradictory things at once. Four lines apart, it said Last update attempt: failed (install_...
Engr Mejba Ahmed
Two numbers about local business websites with Claude sit next to each other and refuse to make sense together. The first: a professional sm...
Engr Mejba Ahmed
Eighty percent. That's how much of Claude Code's system prompt Anthropic deleted for the Claude 5 generation — with no measurable loss on th...
Engr Mejba Ahmed
The first thing I did when Claude Opus 5 landed was not read the benchmark chart. I opened a terminal and ran claude --version. It printed 2...
Engr Mejba Ahmed
Ten and a half hours. Two million output tokens. That's what one model burned working through nine knowledge-work tasks. The other model fin...
Engr Mejba Ahmed
A model called "Kaleb" showed up on a public coding leaderboard a few weeks ago, quietly climbing the rankings without an announcement. When...
Engr Mejba Ahmed
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