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Running a 180B-Parameter LLM on a Laptop Without a GPU: VIDRAFT's POCKET-Darwin-180B

Running a 180B-Parameter LLM on a Laptop Without a GPU: VIDRAFT's POCKET-Darwin-180B

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4 min read
What the GPT-6 Guide Tells Us About What Developers Actually Need

What the GPT-6 Guide Tells Us About What Developers Actually Need

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1 min read
I Published a Median Model Lifespan. Seven Weeks Later the Same Query Said 219 Days More.

I Published a Median Model Lifespan. Seven Weeks Later the Same Query Said 219 Days More.

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4 min read
Don't give your agent the production database

Don't give your agent the production database

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4 min read
I built CI for prompts, and the first bug was in the tests

I built CI for prompts, and the first bug was in the tests

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3 min read
My Model-Swap Attack Worked. The Gate Was Right — My Test Was Wrong.

My Model-Swap Attack Worked. The Gate Was Right — My Test Was Wrong.

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4 min read
Building My First RAG System: Deriving the Architecture from First Principles - Part One

Building My First RAG System: Deriving the Architecture from First Principles - Part One

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4 min read
Checking a Cost Model Against a Stranger's Config File

Checking a Cost Model Against a Stranger's Config File

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5 min read
Ask your assistant what you decided yesterday. Mine couldn't answer either.

Ask your assistant what you decided yesterday. Mine couldn't answer either.

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6 min read
Trace Agent Tool Calls on a Free Server: A 10M-Token Debug Loop

Trace Agent Tool Calls on a Free Server: A 10M-Token Debug Loop

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4 min read
Affordable Web Search API for AI Agents in 2026

Affordable Web Search API for AI Agents in 2026

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6 min read
Cheap Tokens, Expensive Waiting Rooms

Cheap Tokens, Expensive Waiting Rooms

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4 min read
When Not to Use a Free Model Server: Red Flags, Alternatives, and Exit Criteria

When Not to Use a Free Model Server: Red Flags, Alternatives, and Exit Criteria

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6 min read
Building a Hybrid RAG System with FAISS, BM25, and Agentic AI

Building a Hybrid RAG System with FAISS, BM25, and Agentic AI

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4 min read
Agent Skills and how to use them

Agent Skills and how to use them

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4 min read
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