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update readme

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@@ -313,10 +313,3 @@ self-improving-agent/
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  β”œβ”€β”€ tests/ pytest regression suite
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  └── scripts/ run_eval.py CLI (run / regression / status)
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  ```
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-
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- ## Constraints honoured
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- - No LangChain; the agent loop is built directly.
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- - No managed eval platform; the judge and runner are custom.
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- - No external database; SQLite + ChromaDB, local only.
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- - No prompts hardcoded outside `agent/prompts.py`.
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- - Synchronous throughout, except where FastAPI's interface applies.
 
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  β”œβ”€β”€ tests/ pytest regression suite
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  └── scripts/ run_eval.py CLI (run / regression / status)
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  ```