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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

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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

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

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

May 1, 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 Ghost in the Shell’s AI Technologies: Fiction vs Reality

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

8 AI-Generated SEO: Ranking Fast, Thinking Less

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

10 Stop Burning API Tokens on Tasks a Free Local Model Can Handle

// AI Tools & Comparisons all AI Tools & Comparisons →

#0822

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

read →

AI Tools & Comparisons

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

On 8GB, the difference between a quant level that works and one that lies is not visible at…

read →

#0702

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

// Failures & Debugging all Failures & Debugging →

Failures & Debugging

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 →

#0526

Why I Stopped Letting AI Push Directly to Platforms (And What Broke Before I Did)

#0416

Why Medium’s API Fails and What We Did Instead

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 20260904

#0210 Content Creation & Writing

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

#0210 AI Applications (Industry Real Talk)

What AI Resume Screeners Actually Do and How to Test If They’re Broken

#0407 Prompt Engineering

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

#1206 LGU AI Tools

AI Prompts for Barangay Bidding & Procurement

#0723 Critical Analysis & Reality Check

Local RAG Not Working? Here’s the Fundamental You Skipped

#0217 AI Productivity & Workflows

Local Alternatives to ChatGPT: What Actually Runs on Your Machine

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