Engineered AI – Real Tools, No Hype

AI Search Optimization Starts With the SERP, Not the Algorithm

I wrote a site to please Google and Google never noticed. This is the strategy I'm testing instead: read what the SERP actually shows, match its shape, then add what the results…

#0923

Writing Speed Was Never the Bottleneck. Your Research Was.

#0612

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

// 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

The Hostile Web: Why Readers Use AI to Bypass Paywalls by Skipping the Trip

Sep 28, 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

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 Ollama vs GPT4All vs Local LLMs: What Actually Works Offline

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

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

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

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

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

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

// Analysis all Analysis →

#0510

What Is Engineered AI (And Why the Term Finally Matters)

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Analysis

What Is llama.cpp: The Engine Running Local AI on Your PC

If you’ve run a local LLM even once, llama.cpp was almost certainly involved. It doesn’t have a flashy…

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#0220

AI search vs Google search: Why AI Search Feels Safer Than Google, And Why That’s the Problem

// Systems all Systems →

Systems

Writing Speed Was Never the Bottleneck. Your Research Was.

Everyone assumes AI writing helps by generating sentences faster. This piece argues that was never the real constraint, the slow part was always finding…

read the story →

#0617

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

#0611

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

SEO

Content Gap Finder

Surface what competitors rank for that you don't.

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AI SEO

LLM Visibility Checker

Is your content visible to AI models? Full audit.