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33,000 lines of XML to tell you heavyWork() is slow: how I tamed xctrace for LLMs

33,000 lines of XML to tell you heavyWork() is slow: how I tamed xctrace for LLMs

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5 min read
Role tells AI who to be. capability tells AI what to use.

Role tells AI who to be. capability tells AI what to use.

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3 min read
Your AI Conversations Are Not Yours. Yet…

Your AI Conversations Are Not Yours. Yet…

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8 min read
How Model Distillation Actually Works (and What the 'China Distilled Our Model' Headlines Really Mean)

How Model Distillation Actually Works (and What the 'China Distilled Our Model' Headlines Really Mean)

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6 min read
Five Nonexistent Experts Review Your Startup Before You Build It

Five Nonexistent Experts Review Your Startup Before You Build It

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8 min read
EGA: Runtime Enforcement for LLM Outputs (v1.0.0)

EGA: Runtime Enforcement for LLM Outputs (v1.0.0)

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1 min read
Running a 35B MoE (Qwen3.6-35B-A3B) on 2x GTX 1080 Ti in 2026 — Real Benchmarks, and Does the Second GPU Actually Help?

Running a 35B MoE (Qwen3.6-35B-A3B) on 2x GTX 1080 Ti in 2026 — Real Benchmarks, and Does the Second GPU Actually Help?

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5 min read
The Agentic Radar: Why LLMs Won't Save Your Supply Chain (And Tool Calling Will)

The Agentic Radar: Why LLMs Won't Save Your Supply Chain (And Tool Calling Will)

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4 min read
Building DevOps Skills for LLM Agents

Building DevOps Skills for LLM Agents

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2 min read
How do you know an LLM answer is actually grounded — not just plausible? I measured it across 7 models and 4 regulated domains

How do you know an LLM answer is actually grounded — not just plausible? I measured it across 7 models and 4 regulated domains

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2 min read
I Taught My AI Assistant to Remember (And Saved 99% of Its Brain)

I Taught My AI Assistant to Remember (And Saved 99% of Its Brain)

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7 min read
Building AI Evaluation Pipelines: Automating LLM Testing from Dataset to CI/CD

Building AI Evaluation Pipelines: Automating LLM Testing from Dataset to CI/CD

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3 min read
Your AI summarizer is leaking its own chain-of-thought. Here's the 30-line fix.

Your AI summarizer is leaking its own chain-of-thought. Here's the 30-line fix.

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3 min read
AI Hallucinations: Why Your Mock Environments Might Be Lying to You

AI Hallucinations: Why Your Mock Environments Might Be Lying to You

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3 min read
Best GPU for Llama 4 in 2026: Scout & Maverick Guide

Best GPU for Llama 4 in 2026: Scout & Maverick Guide

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6 min read
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