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# llm

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Most RAG failures don’t crash. They silently return bad answers. I built a repair layer for that.

Most RAG failures don’t crash. They silently return bad answers. I built a repair layer for that.

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1 min read
Agents assemble. One agent is a hire. Many agents are a workforce.

Agents assemble. One agent is a hire. Many agents are a workforce.

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5 min read
How to Use DeepSeek API Outside China

How to Use DeepSeek API Outside China

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2 min read
Gemma 4: Frontier AI in Your Hands”

Gemma 4: Frontier AI in Your Hands”

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2 min read
BeeLlama.cpp enhances llama.cpp, Qwen 35B hits 128K context, iOS local LLMs with Ollama

BeeLlama.cpp enhances llama.cpp, Qwen 35B hits 128K context, iOS local LLMs with Ollama

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3 min read
Deterministic reliability stack for LLM pipelines

Deterministic reliability stack for LLM pipelines

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1 min read
Generation 1 — Standalone Models (2018–2022)

Generation 1 — Standalone Models (2018–2022)

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5 min read
Why Most WordPress SEO Plugins Are Not Ready for AI Search Yet

Why Most WordPress SEO Plugins Are Not Ready for AI Search Yet

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5 min read
A Survey of LLM-based Deep Search Agents Adaptive Path Planning via Weighted A* and Heuristic Rewards

A Survey of LLM-based Deep Search Agents Adaptive Path Planning via Weighted A* and Heuristic Rewards

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4 min read
How Stripe, Shopify, and Airbnb Build AI Harnesses

How Stripe, Shopify, and Airbnb Build AI Harnesses

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3 min read
Anthropic plugs into SpaceX's 220,000-GPU Colossus — and doubles Claude's rate limits

Anthropic plugs into SpaceX's 220,000-GPU Colossus — and doubles Claude's rate limits

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3 min read
The Structured Data Gap: Why AI Systems Cite Some Pages and Ignore Others

The Structured Data Gap: Why AI Systems Cite Some Pages and Ignore Others

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5 min read
I Trained an LLM on 75K of My Own Messages So It Would Stop Writing Like a Chatbot

I Trained an LLM on 75K of My Own Messages So It Would Stop Writing Like a Chatbot

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8 min read
Deterministic AI

Deterministic AI

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2 min read
What 11 big tech companies actually do with AI in 2026

What 11 big tech companies actually do with AI in 2026

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23 min read
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