GPT 5.4 Tested: The Best AI Coding Model Right Now?
Three days ago I loaded an entire Laravel monolith — 847 files, roughly 120,000 lines of code — into a single GPT 5.4 context window. No chunking. No...
Engr Mejba Ahmed
Expert-level AI Development insights from real enterprise implementations. Proven patterns, architectural decisions, and battle-tested solutions.
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Aug 03, 2026
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Three days ago I loaded an entire Laravel monolith — 847 files, roughly 120,000 lines of code — into a single GPT 5.4 context window. No chunking. No...
Engr Mejba Ahmed
Claude Code forgets everything between sessions, and every fix people reach for — bigger context windows, RAG pipelines, vector databases — solves the...
Engr Mejba Ahmed
I was watching an AI agent try to add an item to a shopping cart. Not just any cart — a live e-commerce site I'd built myself, so I knew every element...
Engr Mejba Ahmed
The cursor stopped blinking. I'd typed out a four-line prompt, hit enter, and gone to make coffee. When I came back — maybe three minutes later — the...
Engr Mejba Ahmed
The pitch for parallel Claude Code agents is usually speed. That is the wrong frame. The real product of running agents in git worktrees is isolation,...
Engr Mejba Ahmed
I am a backend developer. Eight-plus years of Laravel, queues, schema design, and API contracts, and for most of that time my honest relationship with...
Engr Mejba Ahmed
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