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What Building My Own AI Bot Taught Me About Generative AI

Intelligence as high-quality retrieval

What Building My Own AI Bot Taught Me About Generative AI

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6 min read
BitForge: Run LLMs on Microcontrollers

BitForge: Run LLMs on Microcontrollers

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1 min read
150 Lines of Apologies Removed

150 Lines of Apologies Removed

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6 min read
Adversarial Programming: When Your AI Copilot Invents APIs

Adversarial Programming: When Your AI Copilot Invents APIs

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7 min read
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
Why Enterprise Smart Analytics Can’t Succeed Without Data Relationships + Semantic Governance Infrastructure

Why Enterprise Smart Analytics Can’t Succeed Without Data Relationships + Semantic Governance Infrastructure

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4 min read
The Prompt Caching Mistake That's Costing You 70% More Than You Need to Pay

The Prompt Caching Mistake That's Costing You 70% More Than You Need to Pay

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4 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
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
Can your AI model smell bullsh1t? BullshitBench has the receipts.

Can your AI model smell bullsh1t? BullshitBench has the receipts.

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3 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
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