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I version every prompt I send to Claude. Here's why.

I version every prompt I send to Claude. Here's why.

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5 min read
Qwen3-Coder-Next: 80B total, 3B active, 70.6 on SWE-Bench

Qwen3-Coder-Next: 80B total, 3B active, 70.6 on SWE-Bench

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4 min read
# The Missing Layer of the AI Agent Stack: A Machine-to-Machine Search Engine

# The Missing Layer of the AI Agent Stack: A Machine-to-Machine Search Engine

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3 min read
How to Scale AI Development Beyond Prototype Speed

How to Scale AI Development Beyond Prototype Speed

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10 min read
Gemini 3.5 Flash Developer Guide

Gemini 3.5 Flash Developer Guide

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8 min read
How My Career Evolved Like an AI (LLM Architectures)System

How My Career Evolved Like an AI (LLM Architectures)System

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5 min read
Run Hermes Agent on Any Model — Free, Local, and Cost-Routed

Run Hermes Agent on Any Model — Free, Local, and Cost-Routed

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6 min read
How to Run a 35B Parameter Model on Your Laptop Without Melting It

How to Run a 35B Parameter Model on Your Laptop Without Melting It

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5 min read
RAG: How AI Models Use Your Data Without Forgetting

RAG: How AI Models Use Your Data Without Forgetting

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14 min read
We built traceAI, an open-source tool for tracing LLM calls in production

We built traceAI, an open-source tool for tracing LLM calls in production

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1 min read
ZAYA1-8B: a 760M-active MoE trained on AMD MI300x

ZAYA1-8B: a 760M-active MoE trained on AMD MI300x

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5 min read
Claude's default teaching shape has no return: the 5-node loop that fixes it

Claude's default teaching shape has no return: the 5-node loop that fixes it

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6 min read
Cola DLM — Text Generation That Plans Before It Writes

Cola DLM — Text Generation That Plans Before It Writes

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4 min read
Your "Claude Opus" API Might Not Be Claude Opus

Your "Claude Opus" API Might Not Be Claude Opus

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4 min read
I built a reasoning harness for LLM agents. Here's what an agent receives when it calls it.

I built a reasoning harness for LLM agents. Here's what an agent receives when it calls it.

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4 min read
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