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

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

May 1, 2026

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

Apr 25, 2026

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

Aug 22, 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

// Systems all Systems →

#0617

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

read →

Systems

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

Every local AI guide assumes you have a brand new Mac or a budget for new hardware. This…

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#0610

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

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

AI Development & Coding

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

A flyweight can't beat a heavyweight, no matter how you train it. Here's why local LLM realistic expectations means picking a different fight, not…

read the story →

#0710

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

#0612

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

SEO

Content Gap Finder

Surface what competitors rank for that you don't.

try it → ⌥ code

AI SEO

LLM Visibility Checker

Is your content visible to AI models? Full audit.

try it → ⌥ code

WP Plugin

RelayCard

WordPress plugin. Drop a smart link card anywhere.

try it → ⌥ code

Finance PH

Salary Take-Home Calculator

Gross to net after SSS, PhilHealth, and Pag-IBIG.

try it → ⌥ code

AI SEO

AI Citation Readiness

Is your content structured to get cited by LLMs?

try it → ⌥ code

// the_library

rotates daily · seed 20260828

#0417 AI Productivity & Workflows

AI Broke Your Flow — Here’s How to Take It Back

#0416 AI Productivity & Workflows

Persistent Browser Sessions for Content Automation with Playwright

#0128 AI Productivity & Workflows

AI in the Command Prompt (Windows)

#0210 Content Creation & Writing

AI-Powered Search: How AI is Changing the Way We Find Information

#0416 AI Development & Coding

n8n + Playwright Content Syndication

#0612 AI Tools & Comparisons

Most AI Tools Don’t Survive Contact With Real Work. Here’s How to Tell Which Ones Do.

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