I Ran Codex Inside Claude Code — The Results Split
The most useful thing a second AI reviewer gives you is not more findings. It is different findings, and the difference is systematic. Since...
Engr Mejba Ahmed
Tutorials and build notes on AI agents, web applications and cloud infrastructure, informed by 8+ years of software development work.
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The most useful thing a second AI reviewer gives you is not more findings. It is different findings, and the difference is systematic. Since...
Engr Mejba Ahmed
I woke up this morning to 14 unread messages in my developer group chat. No context. Just links, screenshots, and one message from a friend...
Engr Mejba Ahmed
Last month, a friend showed me his client portal product. Clean interface. Customers loved it. Simple deliverable sharing, approval workflow...
Engr Mejba Ahmed
I shipped four products in January. Built them fast — Claude Code, weekend sprints, the whole vibe coding workflow I've been refining for mo...
Engr Mejba Ahmed
Claude Code is my daily driver — this site, my client work, and my content pipelines all ship through it — and the honest answer to "which r...
Engr Mejba Ahmed
On March 27, 2026, someone at TestingCatalog was poking around the Claude desktop app and found something Anthropic hadn't announced yet. A...
Engr Mejba Ahmed
The Freshdesk marketing team had a problem they didn't know about. Their product was getting recommended by Google Search. It was showing up...
Engr Mejba Ahmed
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