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#transformers

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Wooden desk with computer monitor, keyboard, coffee mug, and notebook in an evening office with shelves and city lights visible through windows

How AI Coding Assistants Actually Work Under the Hood

Transformers, context windows, retrieval versus agentic search, reasoning models, and the run-and-verify loop: the real mechanics behind Claude Code, Cursor, and Copilot, and why they succeed and fail in predictable ways.

Ahmad J · Aug 7, 2026 · 6 min read

Microchip with gold circuit paths sits in a white ceramic bowl against a gray background

Article · aiDeep read

How a transformer model actually works

Attention is not the model reading your text like a person. It is a weighted lookup that lets every word pull context from every other word at once.

Ahmad J · May 13, 2026 · 4 min read