Google just released a model that builds tools, tests them, and fixes its own mistakes…
No developer. No debugging. It stays in the loop until it works.
I broke down the exact setup here 👉
⚠️ Using the default setting here gives you a prototype, not a product
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👉 Watch the full breakdown here:
My VLOG Channel 👉
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P.S. Three Flash models in six weeks — most people can't keep up.
00:00 Google's new Gemini 3.8 Flash release
00:55 Why automation platforms charge before you land a client
01:50 The Self-Correcting Build Loop explained
02:50 How the model tests and fixes its own work
03:40 The three thinking levels explained
04:30 Real example: full content pipeline from one video
05:20 Real example: social media management retainer
06:00 Real example: community management automation
06:40 Real example: custom knowledge base build
07:40 The thinking level setting for client-ready work
#aitools #freelancebusiness #gemini
This new Gemini model builds, tests, and fixes its own tools now…
But knowing how to use AI is only half the game.
I’ll show you the simple service I pair with AI, plus the client attraction method I use to get potential clients coming to me 👇
👉 https://www.pauljames.com/435
⚡ AI can handle most of the fulfillment. The real opportunity is knowing what to sell and how to get clients for it.
lol that dude is AI 🤖
Haha, I get that a lot! 😄 Rest assured, I read every comment and put a lot of creativity and research into my videos to help you guys get the most out of AI. If you’re interested in diving deeper, check out my free training: pauljames.com/NewTraining. Let me know if you have any other questions!