📄 文章列表
418 篇文章
TDS
AI Agents Need Their Own Desk, and Git Worktrees Give Them One
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Your RAG System Retrieves the Right Data — But Still Produces Wrong Answers. Here’s Why (and How to Fix It).
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Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
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I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing
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Agentic AI: How to Save on Tokens
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Why I Don’t Trust LLMs to Decide When the Weather Changed
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The AI Agent Security Surface: What Gets Exposed When You Add Tools and Memory
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Stop Evaluating LLMs with “Vibe Checks”
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LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships
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Six Choices Every AI Engineer Has to Make (and Nobody Teaches)
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Grounding LLMs with Fresh Web Data to Reduce Hallucinations
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Can LLMs Replace Survey Respondents?
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Prompt Engineering Isn’t Enough — I Built a Control Layer That Works in Production
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Can AI Write Your Code?
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Most AI Agents Fail in Production Because They’re Built Backwards
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RAG Is Burning Money — I Built a Cost Control Layer to Fix It
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Baseline Enterprise RAG, From PDF to Highlighted Answer
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Embeddings Aren’t Magic: The Predictable Failure Modes of RAG Retrieval
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Automate Writing Your LLM Prompts
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