The AI Workflow That Actually Works (Mine, After Two Years of Breaking It)
#0610 AI Productivity & Workflows

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

Every AI workflow guide tells you what tools to add. This one covers what to cut, what breaks, and what the stack looks like after two years of rebuilding it from the…

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How to Set Up a Local MCP Server with Ollama
#0610
How to Set Up a Local MCP Server with Ollama
14 Free AI Tools I Built Because I Refused to Keep Paying for Things I Could Own
#0606
14 Free AI Tools I Built Because I Refused to Keep Paying for Things I Could Own
// experiments
WIP
Experiment 001
I Stopped Guessing What to Comment on, so I Built a System for It
001
I Stopped Guessing What to Comment on, so I Built a System for It
status: WIP  ·  year: 2026  ·  repo: github
Most comments get ignored because they add nothing. This experiment builds a system that finds relevant posts, analyzes them, and generates comment…
→ github repo demo pending
Debugging
Experiment 002
AutoBlog AI : I Built an Autonomous Writing Team and Let It Run My Blogs
002
AutoBlog AI : I Built an Autonomous Writing Team and Let It Run My Blogs
status: Debugging  ·  year: 2026  ·  repo: github
A self-hosted, multi-model writing engine that finds topics, writes full articles through a 6-stage AI pipeline, and publishes across multiple WordPress sites.…
→ github repo demo pending
// systems
how AI actually behaves under constraints
Why I Stopped Letting AI Push Directly to Platforms (And What Broke Before I Did) Vibe Team Software Engineering: What a Real AI Human Dev Team Workflow Actually Looks Like Fragmentation Isn’t a Bug. It’s How AI Stops Wrecking Your Work. Why Is AI Treated Like a Dirty Word?
// workflows
real systems, pipelines, and multi-model setups
Vibe Coding With Responsibility: AI Built This App. QA Decides If It’s Done. How I Architected a Multi-Agent Local AI System Using PM and QA Thinking How to Improve LLM Inference Speed Without Buying New Hardware How to Set Up OpenClaw on the PC You Already Have
// failures
where AI breaks, and why it matters
Why Medium’s API Fails and What We Did Instead Why AI Keeps Overcomplicating Simple Tasks (And Why That’s a Problem) AI Chatbots in Customer Service: The Reality Behind “It Works” The Simplest Way to Improve Your Chatbot Experience
// analysis
comparisons, benchmarks, and tradeoffs
What Is Engineered AI (And Why the Term Finally Matters) What Is llama.cpp: The Engine Running Local AI on Your PC AI search vs Google search: Why AI Search Feels Safer Than Google, And Why That’s the Problem The Silent Blind Spot in AI Search: Why Self-Imposed Token Limits Are the Real Problem
// top_hits
This Week's Top Hits
Live data
All Time Hits
All Time
1 Prompt Engineering Is Just Asking Better Questions (Here’s How to Actually Do It)
2 What Happens to Your Thinking When You Let AI Do It For You
3 AI-Generated SEO: Ranking Fast, Thinking Less
4 You Don’t Need AI to Rank — You Need Clarity, Context, and Guts
5 Ollama vs GPT4All vs Local LLMs: What Actually Works Offline
6 Vibe Coding Is Fine Until Something Breaks: What You Actually Need to Know
7 Ghost in the Shell’s AI Technologies: Fiction vs Reality
8 AI Chatbots in Customer Service: The Reality Behind “It Works”
9 The Brutal Truth Behind AI Image Compression Tools: What Actually Works for Real-World Blogging
10 Best Local AI Models for Your GPU: What Actually Runs at Every VRAM Tier
// the_library
rotates daily · seed 20260610
How Search Engines Discriminate Against AI Content (With Data)
#0918 Critical Analysis & Reality Check
How Search Engines Discriminate Against AI Content (With Data)
How to Build a Local Video Scripting Pipeline Without Paying for a Single Tool
#0311 Content Creation & Writing
How to Build a Local Video Scripting Pipeline Without Paying for a Single Tool
Why AI-Generated Code Passes Tests But Breaks in Production
#1020 AI Development & Coding
Why AI-Generated Code Passes Tests But Breaks in Production
Nobody Told You the Truth About Becoming an AI Engineer
#0307 AI Fundamentals & Careers
Nobody Told You the Truth About Becoming an AI Engineer
Agentic AI in Action: Real Workflow Examples That Actually Work
#0217 AI Productivity & Workflows
Agentic AI in Action: Real Workflow Examples That Actually Work
n8n Playwright Automation: Why EchoCast Uses an Express Server Over Execute Command
#0416 AI Productivity & Workflows
n8n Playwright Automation: Why EchoCast Uses an Express Server Over Execute Command
GPT4All Is Impressive—So We’re Building With It (But Not How You Think)
#0618 AI Tools & Comparisons
GPT4All Is Impressive—So We’re Building With It (But Not How You Think)
When AI Gets Math Wrong: Why Logic Grouping Still Needs a Human Brain
#0609 Critical Analysis & Reality Check
When AI Gets Math Wrong: Why Logic Grouping Still Needs a Human Brain
From Autocomplete to Automation: How AI IDEs Are Changing What It Means to Be a Developer
#0624 AI Development & Coding
From Autocomplete to Automation: How AI IDEs Are Changing What It Means to Be a Developer
// stay in the loop
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