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

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

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8 min read
Microsoft Finishes a 2.8-Trillion-Parameter Base Model, Plans Foundry Licensing

Microsoft Finishes a 2.8-Trillion-Parameter Base Model, Plans Foundry Licensing

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7 min read
MCP’s Initialize Handshake: Capabilities, Version Negotiation, and Instructions

MCP’s Initialize Handshake: Capabilities, Version Negotiation, and Instructions

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4 min read
The Definitive Guide to the DeepSeek API: Architecture, Pricing, and Production Integration

The Definitive Guide to the DeepSeek API: Architecture, Pricing, and Production Integration

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13 min read
The model wrote 23 tokens and billed 150 — reasoning tokens are output you never see

The model wrote 23 tokens and billed 150 — reasoning tokens are output you never see

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4 min read
OpenRouter Models Compared: 2026 Guide to Speed and Cost

OpenRouter Models Compared: 2026 Guide to Speed and Cost

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15 min read
Toolflation: How Seller Agents Game Tool Marketplaces Through Spontaneous SEO

Toolflation: How Seller Agents Game Tool Marketplaces Through Spontaneous SEO

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5 min read
Muse Glimmer 30B Local: Run Agentic Workflows on Your Laptop

Muse Glimmer 30B Local: Run Agentic Workflows on Your Laptop

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4 min read
How Sorting Your Prompts Speeds Up a Mixture-of-Experts Batch Job

How Sorting Your Prompts Speeds Up a Mixture-of-Experts Batch Job

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8 min read
Elastic MoE scaling, free batch-sorting wins, and DeepSeek's serving stack goes open

Elastic MoE scaling, free batch-sorting wins, and DeepSeek's serving stack goes open

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12 min read
Nothing in the room can take it personally

Nothing in the room can take it personally

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7 min read
Building a RAG Evaluation Framework: My 90-Test Case Approach

Building a RAG Evaluation Framework: My 90-Test Case Approach

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5 min read
What Happens When You Run 10 AI Agents at Once in a Real Codebase

What Happens When You Run 10 AI Agents at Once in a Real Codebase

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4 min read
Protect Conversation Summarization from Memory Poisoning: A TypeScript Tutorial for a Service Like BlaBlaCar

Protect Conversation Summarization from Memory Poisoning: A TypeScript Tutorial for a Service Like BlaBlaCar

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4 min read
Which Qwen model to run: versions, sizes and VRAM for 11 models

Which Qwen model to run: versions, sizes and VRAM for 11 models

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9 min read
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