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![SherryYanJiang Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1430070528996376579.png) Sherry Jiang [@SherryYanJiang](/creator/twitter/SherryYanJiang) on x 20.6K followers
Created: 2025-07-23 23:02:00 UTC

prompt engineering is dead.
the real unlock isn’t clever instructions - it’s context engineering.
most LLM apps fail bc they treat prompting like a party trick. but the game is about filling the context window with:
- user intent
- relevant history + tools
- few-shot examples
- structured tasks + data

do it wrong → it’s dumb + expensive.
do it right → it feels smart. like it knows.


XXXXX engagements

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**Related Topics**
[llm](/topic/llm)
[context window](/topic/context-window)
[context engineering](/topic/context-engineering)

[Post Link](https://x.com/SherryYanJiang/status/1948156673291636830)