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

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

May 1, 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

// Content Creation & Writing all Content Creation & Writing →

#0612

The AI Content Workflow That Doesn’t Break: What Two Years of Running Six Sites Actually Taught Me

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Content Creation & Writing

n8n Playwright Automation: Execute Command, Community Node, or Express Server – Which One Actually Works

n8n cannot drive a browser natively. Here is how to connect n8n playwright automation using either the Execute…

read →

#0416

Persistent Browser Sessions for Content Automation with Playwright

// AI Productivity & Workflows all AI Productivity & Workflows →

AI Productivity & Workflows

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.

#0626

How AI Search Engines Actually Work (And Why It Changes Everything You Thought You Knew About Traffic)

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

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rotates daily · seed 20260824

#0306 AI Development & Coding

Structuring AI Pipelines Like an Engineer: Inputs, Outputs, Failure States

#0610 AI Development & Coding

How to Set Up a Local MCP Server with Ollama

#0210 AI Applications (Industry Real Talk)

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

#0326 Experiments

I Stopped Guessing What to Comment on, so I Built a System for It

#0127 AI Tools & Comparisons

When to Use AI in Marketing vs. When It’s a Trap

#0120 AI Applications (Industry Real Talk)

Running Medical-Adjacent LLMs Locally: What’s Possible and What’s Risky

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