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My RAG app confidently told my client the wrong answer. I spent 3 days debugging the wrong thing.

My RAG app confidently told my client the wrong answer. I spent 3 days debugging the wrong thing.

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4 min read
Demystifying the AI Wave: A Backend Engineer's Guide to LLMs, RAG, and Agents

Demystifying the AI Wave: A Backend Engineer's Guide to LLMs, RAG, and Agents

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9 min read
Why output-stage PII masking is the wrong protective surface for data exfiltration in RAG

Why output-stage PII masking is the wrong protective surface for data exfiltration in RAG

Comments 2
8 min read
Executable Architectural Intent: The Promotion Path From Docs to Constraints

Executable Architectural Intent: The Promotion Path From Docs to Constraints

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4 min read
How I Cut Token Costs 60% During Agent Development with Dependency-Aware Replay

How I Cut Token Costs 60% During Agent Development with Dependency-Aware Replay

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5 min read
Claude Skills and SKILL.md for Developers: VS Code, JetBrains, Cursor

Claude Skills and SKILL.md for Developers: VS Code, JetBrains, Cursor

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14 min read
LLM Planning, AI Arguments, and Building Persistent Worlds

LLM Planning, AI Arguments, and Building Persistent Worlds

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2 min read
I Built a Glossary of LLM Terms That Actually Explains What They Change in Production

I Built a Glossary of LLM Terms That Actually Explains What They Change in Production

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1 min read
How to Fine-Tune Claude on Amazon Bedrock for Your Domain (Complete Guide with Code)

How to Fine-Tune Claude on Amazon Bedrock for Your Domain (Complete Guide with Code)

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8 min read
Stop Paying for Every API Call: Running LLMs Locally for Better Debugging

Stop Paying for Every API Call: Running LLMs Locally for Better Debugging

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3 min read
Cancelled Claude AI Agent: My 4 Reasons For The Switch

Cancelled Claude AI Agent: My 4 Reasons For The Switch

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6 min read
Stopping the LLM from calling the same tool twice (and other things it shouldn't)

Stopping the LLM from calling the same tool twice (and other things it shouldn't)

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8 min read
Mistral acquired an AI physics lab. Here's what they're building.

Mistral acquired an AI physics lab. Here's what they're building.

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2 min read
✨📊 🧠 The Ultimate Visual Guide to Large Language Models (LLMs)

✨📊 🧠 The Ultimate Visual Guide to Large Language Models (LLMs)

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4 min read
We Benchmarked Our Open Source Memory Tool Against a Microsoft Research Paper.

We Benchmarked Our Open Source Memory Tool Against a Microsoft Research Paper.

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9 min read
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