[Secret 🅰ℹ workflow] Why 97% of devs fail & how to 10X your productivity

AutoHotkey Newsletter

Howdy ,

Most people are using AI like a smarter Google.
That’s fine for quick answers but it completely falls apart when you want consistent, repeatable results.

If you actually want AI to do work for you, you need structure.

The model I’m using here separates things into clear layers:

  • You define the goal
  • AI handles thinking and coordination
  • Work is organized into outcome-based pillars (Research, Blog Posts, Excel, etc.)
  • Each pillar uses skills, agents, and tools to get the job done
  • A data layer stores everything so results improve over time
  • Automation runs it all without constant input

This isn’t theory. It’s how you move from “asking AI questions” to building systems that produce real output on demand.

The diagrams below show how the pieces fit together and how the work actually flows from start to finish.

Flow How it all works together

Once you see it this way, a lot of confusion disappears.

You stop asking:

  • “What prompt should I use?”
  • “Which AI tool is best?”

And start asking:

  • “What outcome do I want?”
  • “What needs to run to produce it reliably?”
  • “Where does the data live so it improves over time?”

That shift is everything.

Because the real value isn’t in any single tool, it’s in the system you build around them.

Get the structure right, and you can swap tools, improve pieces, and scale output without starting over.

Get it wrong, and you’ll keep reinventing the wheel every time you sit down to use AI.

Build it once. Let it run. Then focus on what actually matters.

Want to talk through your approach?  Join the Hero Club and you can get feedback from us and others.

Now on with the show…

Learn how to Master VSCode Make the switch to v2 Intro to AutoHotkey Intermediate AutoHotkey Intermediate ObjectsGUIs are Easy w/AutoHotkey Access all our Courses; Quit when you want

genieBottle


What can you do with AutoHotkey❓

Years ago I created this video explaining why you should Learn AutoHotkey.

Honestly not much has changed since then!  I would probably just mention that AI can write the code!

Why you should learn AutoHotkey: What can AHK do?
Why you should learn AutoHotkey: What can AHK do?


Fast XP File Search

I’ve come to feel that AI can do pretty-much anything you want (if you know how to use it properly).

While the Windows Explorer search is extremely powerful, it also assumes you’re Einstein and have memorized the key terms.

I’ve been using a tool since 2013 that mimics the Windows XP Search.  It’s a great tool but they now sell it for $100!

So last week I decided to see if AI could mimic it for me however AutoHotkey is slow at looping over files so I asked AI if it could come up with a solution that used a faster language for doing the search.

Of course I can!  (Claude is so awesome!)

After a bit of work, I had a tool that, in my opinion, surpassed the $100 version.

You can check it out in this video.

This $8 File Search Tool DESTROYS the $100 Competition 💀XP File Search
This $8 File Search Tool DESTROYS the $100 Competition 💀XP File Search

Besides being “simple” it has some great advanced features like:

  • Filtering your list of files
  • Peaking inside Archive files like .zip, .7z, .tar, etc.
  • Search by File type (Documents, media, Archive, code, etc.)
  • Excluding files
  • Being crazy fast❗

I’m selling my version of XP File Search for $7.99.


Couple great AutoHotkey Hotkeys

During a Hero call I shared a couple gems found in my main script. In this short video you can see how to easily toggle any GUI to be Always on Top and how to easily Launch Explorer from a specific folder.

Make ANY Window Always On Top With ONE Line of Code 📌 AutoHotkey Magic
Make ANY Window Always On Top With ONE Line of Code 📌 AutoHotkey Magic | Hero Extract

You can learn simple tips like this in our Intro to AutoHotkey Course


Improving People’s Lives: Story #93

I’m helping some small businesses understand what matters most in marketing.
I created this video which explains the differences between Facebook Pixel and Google Tag.

Meta Pixel vs Google Tag for Small Business Ads Setup

Meta Pixel vs Google Tag for Small Business Ads Setup


📚 What we’re reading


🤖 AI News that you Need to Know


⚡️Productivity tips:

9 time-saving Excel shortcuts that most cheats miss


🤣 A spot of Humor:

Admit it, you’d like to try some of these waffles

Waffle Keyboard


Clients say…

How can I pay more for this? — Kelly Coughlin


Cartoon superhero mascot in green costume beside the bold text AHK Hero on a yellow background AHK Hero 🦸

Consider joining the 🦸Hero club! Members receive 25% off courses, consultations, tutoring, done for you project work, etc.    Currently we have over 554 hours of recordings teaching AutoHotkey that is exclusive to Hero members❗

You can watch 1 hour a day for a year and not repeat content! That’s a lot of Learning!

During this Friday’s call we’re planning to discuss:

  • Help Hero Members with their Questions & Code
  • Outline of AI Workflow & Claude Code tools you can use
  • Automatically removing Ghost icons from System Tray
  • Encoding Tester and Fixer
  • Using Hooks in Claude code
  • Updates to AHK Windows XP Style Search tool
  • Firefox Cookies taste great! YouTube Transcript Scraper
  • Using Agents in Claude Code Discuss Tests:
    • Smoke test: Will it run? Full pre-ship validation (3 layers)
    • Sanity-tester: Did this change break anything?
    • Unit-tests, Functional tests: Generate / updates tests for new code
    • Reviewer: Deeper single-file correctness review
    • Refactor Planner: duplicates, dead code, include chains
  • Claude Scheduler (maybe not needed because of Claude Routines?)

They also have access to exclusive & pre-released content and 3 hours a week where we help people with their automation issues (the Saturday calls are geared towards people new to Automation with AI)


🗣️ 💭 Quotable quotes

  • Our greatest weakness lies in giving up. The most certain way to succeed is always to try just one more time — Thomas Edison
  • Whatever Your Mind Can Conceive and Believe, It Can Achieve — Napoleon Hill
  • Learn some basic self-defense, today. The first thing a mugger does to a mark is knock you down –most people can’t handle any jostling at all, and freeze. The simple confidence of knowing what your options are — and where the soft targets are on an attacker — can save your life — John Carlton

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the-Automator  Dedicated to Multiplying your Income

Joe, Isaias, Irfan and staff


P.S. If you found the intro daunting, you shouldn’t.  It’s much simpler than you think!

I actually created that flow to help simplify how you think about AI projects.  Join our hero calls and I can first-hand explain just how easy it is!

Joe Glines

Joe Glines spent 20 years as a corporate data scientist before going all in on automation. He now uses AI to build automation in AutoHotkey, Python and Rust, has made 1,500+ tutorials, and runs the-Automator with a small team that has shipped 450+ time-saving tools.

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