Your Coding Agent Is 6 Months Out of Date — Jakub Hojsan, Exa
Source
youtube.com
Author
AI Engineer
Date
Why it matters
Shows why code review agents misjudge post-cutoff changes and how explicit search rules plus tokenThe chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.Full definition →-efficient highlights give models fresh context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition → without bloating the prompt.
Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
