Five Levels of Claude Co-work That Replace Your Team
I handed Claude Co-work a 22-page vendor contract last Tuesday and asked it to flag anything I should worry about. Three minutes later, I ha...
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
I handed Claude Co-work a 22-page vendor contract last Tuesday and asked it to flag anything I should worry about. Three minutes later, I ha...
Engr Mejba Ahmed
I had GPT 5.4 Thinking build me a 15-slide presentation, a fully functional Excel spreadsheet with live formulas, and a research report with...
Engr Mejba Ahmed
Three weeks ago, I watched a developer run a full-site SEO overhaul — the kind that normally takes a four-person team an entire week — in tw...
Engr Mejba Ahmed
I was three panes deep in my terminal last Tuesday — one running Claude Code on a refactoring task, another monitoring logs, and a third whe...
Engr Mejba Ahmed
I ran a control experiment on my own Claude skills for several months without meaning to. While auditing my setup this summer I discovered t...
Engr Mejba Ahmed
Claude Code forgets everything between sessions, and every fix people reach for — bigger context windows, RAG pipelines, vector databases —...
Engr Mejba Ahmed
Three hundred and sixty-three tokens per second. I read that number on the spec sheet and thought it was a typo. I've been working with AI m...
Engr Mejba Ahmed
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