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What Happens When You Bring LLMs Into a Semiconductor FAB — 5 ArXiv Papers, Brutally Honest Reviews

What Happens When You Bring LLMs Into a Semiconductor FAB — 5 ArXiv Papers, Brutally Honest Reviews

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9 min read
Why GenAI Isn't Ready for Prime Time

Why GenAI Isn't Ready for Prime Time

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9 min read
Sub-Agent Architectures: Patterns, Trade-offs, and a Kotlin Implementation

Sub-Agent Architectures: Patterns, Trade-offs, and a Kotlin Implementation

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11 min read
The AI Incident Report Template I Actually Use for Wrong Answers and Tool Failures

The AI Incident Report Template I Actually Use for Wrong Answers and Tool Failures

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3 min read
Current Frontline in AI Agent Development: Robust Agent Design and Security Measures

Current Frontline in AI Agent Development: Robust Agent Design and Security Measures

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3 min read
Sovereign AI Infrastructure: Scaling Enterprise Agents from 8GB RAM to Global Clusters with Fararoni.

Sovereign AI Infrastructure: Scaling Enterprise Agents from 8GB RAM to Global Clusters with Fararoni.

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3 min read
AI Format Wars: Does the Shape of Your Prompt Matter? (1,080 Evals Later)

AI Format Wars: Does the Shape of Your Prompt Matter? (1,080 Evals Later)

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4 min read
I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB

I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB

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10 min read
Prompting Like a Pro – How to Talk to AI

Prompting Like a Pro – How to Talk to AI

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4 min read
Security Blind Spots in AI‑Generated Code

Security Blind Spots in AI‑Generated Code

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3 min read
Debugging & Production Incidents with AI

Debugging & Production Incidents with AI

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4 min read
Testing Illusions – AI‑Generated Tests That Lie

Testing Illusions – AI‑Generated Tests That Lie

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3 min read
Running Qwen2.5-32B on RTX 4060 8GB — Beating M4 at 10.8 t/s with llama.cpp

Running Qwen2.5-32B on RTX 4060 8GB — Beating M4 at 10.8 t/s with llama.cpp

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7 min read
Why AI Fails Without Intent Completeness

Why AI Fails Without Intent Completeness

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2 min read
Running Karpathy's autoresearch with Local LLM — Zero API Cost Autonomous AI Research

Running Karpathy's autoresearch with Local LLM — Zero API Cost Autonomous AI Research

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3 min read
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