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The "Harness" Shift: Why 2026 Is the Year AI Agents Finally Got Reliable

The "Harness" Shift: Why 2026 Is the Year AI Agents Finally Got Reliable

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4 min read
DeepSeek Opens DeepInfer: What Developers Still Need to Build a Serving Stack

DeepSeek Opens DeepInfer: What Developers Still Need to Build a Serving Stack

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4 min read
A Cost-Aware Model Router for Claude in About 80 Lines of Python

A Cost-Aware Model Router for Claude in About 80 Lines of Python

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5 min read
Muse Wonder: Meta's First Frontier Model, and the Access Quirk Nobody Should Miss

Muse Wonder: Meta's First Frontier Model, and the Access Quirk Nobody Should Miss

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3 min read
I Built a Small LLM From Scratch — Here’s What I Finally Understood About Transformers

I Built a Small LLM From Scratch — Here’s What I Finally Understood About Transformers

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10 min read
LocalRAG Desktop: a Docker-free local document Q&A app for Windows

LocalRAG Desktop: a Docker-free local document Q&A app for Windows

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3 min read
Long Context Windows Won't Kill RAG. Retrieval Was Never Just a Workaround for Small Windows.

Long Context Windows Won't Kill RAG. Retrieval Was Never Just a Workaround for Small Windows.

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5 min read
A Field Guide to Beating Amazon Bedrock Throttling

A Field Guide to Beating Amazon Bedrock Throttling

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9 min read
Behind the Curtain: How Hidden Prompt Instructions Shape LLM Behavior in Customer Support

Behind the Curtain: How Hidden Prompt Instructions Shape LLM Behavior in Customer Support

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5 min read
3 Authors Own 29 of Our Top 50 Agent Skills. Here's What They Do Differently.

3 Authors Own 29 of Our Top 50 Agent Skills. Here's What They Do Differently.

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3 min read
Bigger AI models aren't always better: how a 70B model beat a 280B one by reading more

Bigger AI models aren't always better: how a 70B model beat a 280B one by reading more

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6 min read
Mercury 3: Why Diffusion LLMs Could Change How We Build AI Agents

Mercury 3: Why Diffusion LLMs Could Change How We Build AI Agents

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7 min read
The Next Frontier: Using AI Agents to Build Custom Slither Detectors

The Next Frontier: Using AI Agents to Build Custom Slither Detectors

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6 min read
A 100K-token prompt is a denial-of-service attack you paid for

A 100K-token prompt is a denial-of-service attack you paid for

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5 min read
My AI Agent Never Touches the Database

My AI Agent Never Touches the Database

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3 min read
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