Engineered AI – Real Tools, No Hype

I Built My Own MCP Server So My AI Can Read GA4 and Search Console

Tired of pasting GA4 and Search Console screenshots into a chat, I built Hexagon, an open source MCP server that lets my AI read the data itself. Here is why I built…

#0911

Why Two Vibe Coding Attempts Failed the Same Way (And What Finally Fixed It)

#0711

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

// 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

I Built My Own MCP Server So My AI Can Read GA4 and Search Console

Oct 25, 2026

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

May 1, 2026

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

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

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

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

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

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

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

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

// Systems all Systems →

#1025

I Built My Own MCP Server So My AI Can Read GA4 and Search Console

read →

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,…

read →

#0617

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

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

AI Development & Coding

Why Two Vibe Coding Attempts Failed the Same Way (And What Finally Fixed It)

A tool I vibe coded twice, once myself and once with ChatGPT, failed the exact same way both times. The real problem wasn't either…

read the story →

#0711

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

#0710

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

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 20261028

#1030 AI Productivity & Workflows

Building Your Own SEO System: How Small Wins Compound Into Real Growth

#0423 AI Development & Coding

How Developers Actually Use AI: No Hype, Just Workflow

#0324 AI Productivity & Workflows

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

#0512 Critical Analysis & Reality Check

AI Isn’t Smart — You’re Just Exhausted

#0312 AI Development & Coding

What Actually Breaks When You Run an Autonomous AI Publishing Pipeline

#0501 AI Productivity & Workflows

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

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