Engineered AI – Real Tools, No Hype

I Tried to Break NotebookLM With the Same Content That Broke My Local RAG Setup

After three local RAG plugins failed on my Obsidian vault, I ran the same content through NotebookLM (now Gemini Notebook) to see if the cloud version actually solves what I couldn't build…

#0706

Quantization for 8GB GPU: Which Levels Actually Work and Which Ones Lie

#0702

Q4 vs Q5 vs Q8 Quantization: What the Difference Actually Costs You

// top_hits

This Week's Top Hits

Live data

Best Local AI Models for Your GPU: What Actually Runs at Every VRAM Tier

Apr 12, 2026

LLM Quantization Explained: What Q4, Q5, and Q8 Actually Mean for Your GPU

May 1, 2026

Q4 vs Q5 vs Q8 Quantization: What the Difference Actually Costs You

Jul 2, 2026

LLM Inference Explained: Tokens Per Second, VRAM, and What You Can Actually Control

May 1, 2026

How to Improve LLM Inference Speed Without Buying New Hardware

May 10, 2026

All Time Hits

All Time

1 Best Local AI Models for Your GPU: What Actually Runs at Every VRAM Tier

2 LLM Quantization Explained: What Q4, Q5, and Q8 Actually Mean for Your GPU

3 Can You Run a Local LLM on Your Android Phone? I Tested It So I Didn’t Have to Go to My Desk

4 Prompt Engineering Is Just Asking Better Questions (Here’s How to Actually Do It)

5 What Happens to Your Thinking When You Let AI Do It For You

6 Ollama vs GPT4All vs Local LLMs: What Actually Works Offline

7 Ghost in the Shell’s AI Technologies: Fiction vs Reality

8 AI-Generated SEO: Ranking Fast, Thinking Less

9 AI Chatbots in Customer Service: The Reality Behind “It Works”

10 Vibe Coding Is Fine Until Something Breaks: What You Actually Need to Know

// AI Development & Coding all AI Development & Coding →

#0711

Your Local LLM Will Never Beat Claude. Stop Trying to Win That Fight.

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AI Development & Coding

I Asked ChatGPT and Claude to Plan My App. One Tried to Build Me a Company.

ChatGPT tried to turn a one-person app into a nineteen-volume software design document. Here's what actually happens when…

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#0612

Building With AI as a Developer: What the Workflow Actually Looks Like End to End

// Systems all Systems →

Systems

How to Turn Any AI Chatbot Into a Tutor That Actually Calibrates to You

Most AI learning sessions don't compound because the model never knows your actual starting point. Here's the four-part structure that fixes it, on ChatGPT,…

read the story →

#0611

Running AI Locally: What the Setup Actually Looks Like on Consumer Hardware

#0610

The AI Workflow That Actually Works (Mine, After Two Years of Breaking It)

SEO

Content Gap Finder

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LLM Visibility Checker

Is your content visible to AI models? Full audit.