I built a free tool for anyone in the community running a YouTube channel, and I'm giving it away today. It's called YouTube Channel Studio, MIT licence, do what you like with it. Download it from the Classroom Tab or click on this link

have built a tool I think a lot of you will find useful, and it is free for the community. FreeFlow is a hold-to-talk dictation app for Windows. Hold Alt+1, speak, and clean, polished text is pasted straight into whatever you are using: an email, a Word document, your browser, or a chat. It strips out the ums and ers, fixes mis-hearings, and hands you tidy text in seconds. The best part: it understands whatever language you speak. English, Persian, Spanish, Arabic, Turkish, French and many more. It detects the language on its own and writes it back in that same language. You can also switch on "Translate to English" to speak in your own language and get clean English out, which is brilliant for posts and emails. A few things it does for you: - Five cleanup styles (polished, brand voice, AI prompt, quick note, or raw), picked automatically for the app you are in. - Hands-free mode: double-tap and it keeps listening while you talk. - Your own dictionary and voice shortcuts for names and phrases, saved and kept safe across updates. It runs on a free Groq key (no credit card needed), so it costs you next to nothing to use. Where to get it: the download and a simple, step-by-step guide are in the Classroom section. Download FreeFlow-Setup.exe, run it, paste a free key once, and you are away. Built by me, Hamed Arab Choobdar. For guides and updates visit https://www.hamedarab.academy/, and if you hit any snag, email [email protected] or use "Report an issue" inside the app. Give it a go and tell me how you get on. https://www.skool.com/maker-ai-lab-8621/classroom/ab009482?md=a3a18db391d5490f90790da748e8fcfc

For the last while, almost everything in my business has been run by a single AI system I built on my own laptop. It writes and ships my brand's product pages, drafts and schedules content across channels, triages three inboxes, files my invoices, plans my week, and even maintains its own memory so it does not forget what we decided last month. It does most of this on a schedule, while I am asleep or at the bench. I finally sat down and wrote it up properly, as a research paper. Not because I need an academic stamp, but because writing it the rigorous way forced me to be honest about what actually works, what the numbers really are, and where it falls short. Here is the short version of what is in it. The idea. You do not need a heavy software framework to run a capable AI system. You need a well-organised set of plain text files. Folders and markdown files carry the instructions; the AI reads the right file at the right moment. The whole thing is something you could open and edit in a text editor. That is the same philosophy I teach inside MakerOS: your AI should be something you own and can read, not a black box you rent. What the system actually does, by the numbers. It carries 94 distinct skills and 15 specialised helper agents, all reached through one router. Over the measured period it logged more than five thousand scheduled runs across forty-one days. It keeps itself reliable (a 98 per cent clean rate across its skills), it keeps its own running costs in check with a budget governor, and it keeps its memory small enough to stay fast by archiving what it no longer needs, automatically. When it once let its own to-do file balloon, it noticed, and now trims it every night without me. Why I am sharing it with you, specifically. Two reasons. First, proof. When I tell you the AI methods in this community are real and not hype, this is the receipts: a working system, measured honestly, limitations and all. Second, this paper is essentially the blueprint behind MakerOS, the system you are learning to build for your own studio. You will recognise the ideas: own your tools, keep them readable, let the machine do the boring upkeep, and never let it touch anything irreversible without your say-so.

The commands, patterns, and workflows that get you from sketch to CAD-ready file.

Principles and Standards for Modern Jewellery Design and Production