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Anyone know prior research on rewriting a rough prompt per model?

Anyone know prior research on rewriting a rough prompt per model?

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1 min read
RAG Isn’t an AI Problem It’s a Data Pipeline Problem in Disguise

RAG Isn’t an AI Problem It’s a Data Pipeline Problem in Disguise

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3 min read
LLM Finetunings, how and why

LLM Finetunings, how and why

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9 min read
Time-to-exploit went negative. Mandiant maps where AI helps the vulnerability queue, and where it fails silently.

Time-to-exploit went negative. Mandiant maps where AI helps the vulnerability queue, and where it fails silently.

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4 min read
Tool vs Talent in Solon AI: When a Function Is Not Enough

Tool vs Talent in Solon AI: When a Function Is Not Enough

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5 min read
Building an AI Runtime Operating System for Commodity Hardware (UGR)

Building an AI Runtime Operating System for Commodity Hardware (UGR)

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3 min read
Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

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7 min read
Text2SqlTalent in Solon AI: Safe Natural-Language Database Agents

Text2SqlTalent in Solon AI: Safe Natural-Language Database Agents

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4 min read
We Picked Our Burden (It's JMAP, Not IMAP)

We Picked Our Burden (It's JMAP, Not IMAP)

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5 min read
The OpenAI/Hugging Face Incident is a Wake-Up Call for Model Eval Security

The OpenAI/Hugging Face Incident is a Wake-Up Call for Model Eval Security

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2 min read
OpenAI evaluation agent hacks Hugging Face as US safety APIs block the response

OpenAI evaluation agent hacks Hugging Face as US safety APIs block the response

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8 min read
I built a fully local AI ecosystem — 3D reconstruction, voice assistant, video calling, messaging — all on your hardware, $0 cloud cost

I built a fully local AI ecosystem — 3D reconstruction, voice assistant, video calling, messaging — all on your hardware, $0 cloud cost

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2 min read
Running Hermes Agent with Kokoro TTS: A Local-First AI Assistant Setup

Running Hermes Agent with Kokoro TTS: A Local-First AI Assistant Setup

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3 min read
I kept seeing the same prompt-management code in every repo — so I made it a CLI

I kept seeing the same prompt-management code in every repo — so I made it a CLI

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1 min read
Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

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6 min read
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