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Why I Read the Source Code Now Instead of the Documentation
Documentation describes what should happen. The source code is what actually does. Continue reading on Python in Plain English
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Token Waste: The Silent Tax on Every AI Team
Token Waste: The Silent Tax on Every AI Tools ChatGPT, Claude, Gemini â all three charge per token. All three are silently inflated by how most people write prompts. Hereâs the research, the real cos...
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Sliding Windows Forget: Why Long-Running LLM Apps Need Memory Policy
Most long-running LLM failures are not pure reasoning failures. They are state-selection failures: the next model call gets incomplete, stale, or irrelevant context. In short chats, appending recent m...
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