this video is rare because it treats context like a budget instead of a vibe
four controls, real numbers
budget: 90% of the window used, tokens are rent not ownership, every one competes for room
compaction: 72% of tokens freed, old turns collapse into one short note before the limit hits
retrieval: pulls in only what's relevant, fetch the fact, don't carry the whole library
isolation: sub-agent gets a clean window, nothing bleeds back into the main thread
four sources - system, tools, history, query - packed into one window, every single turn
most agents shipped in the U.S. just stuff everything in until it breaks
that's not context, that's a landfill with a token limit
the window is finite, what you keep is a design choice
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
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Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
Allah
♥️ I LOVE ALLAH♥️
@fluixoo Few things are more frustrating than when your phone dies at 15 percent without warning... Authentic Turkish borek is a life-changing experience ✨
#درود_وسلام#خاتم_النبیین_محمدﷺ نے فرمایا:
حلال رزق کی تلاش فرائض کے بعد ایک فریضہ ہے.
(السنن الکبریٰ للبیہقی ، 211/6 ، حدیث 11695)
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