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# llm

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Your AI generated code is "almost right", and that is actually WORSE than it being "wrong".
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Your AI generated code is "almost right", and that is actually WORSE than it being "wrong".

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2 min read
You Can't Verify Intent. Can You Verify Output?
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You Can't Verify Intent. Can You Verify Output?

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7 min read
Building Production AI Agents in 2026: Native Tool Calling, Multi-Agent Coordination, and Verifiable Execution

Building Production AI Agents in 2026: Native Tool Calling, Multi-Agent Coordination, and Verifiable Execution

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5 min read
We Thought We Were Building a Chat Interface. We Were Actually Building a Body for AI.

We Thought We Were Building a Chat Interface. We Were Actually Building a Body for AI.

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3 min read
OpenClaw Custom Model Configuration: Connect Any AI Model You Want

OpenClaw Custom Model Configuration: Connect Any AI Model You Want

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4 min read
Why AI Can't Read Your Website — And What To Do About It
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Why AI Can't Read Your Website — And What To Do About It

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5 min read
TurboQuant on a MacBook: building a one-command local stack with Ollama, MLX, and an automatic routing proxy
Cover image for TurboQuant on a MacBook: building a one-command local stack with Ollama, MLX, and an automatic routing proxy

TurboQuant on a MacBook: building a one-command local stack with Ollama, MLX, and an automatic routing proxy

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6 min read
I built an open-source LLM eval platform with a ReAct agent that diagnoses quality regressions
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I built an open-source LLM eval platform with a ReAct agent that diagnoses quality regressions

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3 min read
I Needed Memory That Survives Context Windows. Memory That Moves Across Environments

I Needed Memory That Survives Context Windows. Memory That Moves Across Environments

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2 min read
I benchmarked 24 local LLM models for OpenClaw agent tool calling on RTX 3090
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I benchmarked 24 local LLM models for OpenClaw agent tool calling on RTX 3090

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4 min read
How Much VRAM Do You Need to Fine-Tune an LLM? Stop Guessing and Use This Tool.

How Much VRAM Do You Need to Fine-Tune an LLM? Stop Guessing and Use This Tool.

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3 min read
Enterprise AI Security: 12 Best Practices for Deploying LLMs in Production
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Enterprise AI Security: 12 Best Practices for Deploying LLMs in Production

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13 min read
What the Data Act Misses: The Last Mile Between Regulation and Adoption

What the Data Act Misses: The Last Mile Between Regulation and Adoption

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4 min read
When AI Models Expose Their Tools: The Transparency Pattern Changing Agent Development

When AI Models Expose Their Tools: The Transparency Pattern Changing Agent Development

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3 min read
What I Learned Calling 4 Different LLM APIs From the Same Codebase
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What I Learned Calling 4 Different LLM APIs From the Same Codebase

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4 min read
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