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AIS Live - July 11 & 12 is happening in 12 hours
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Who's pumped??
Last day to buy your AIS Live tickets! We brought together real AI business owners to show you guys what they actually sell and how they do it. July 11th and 12th (this weekend) and completely virtual. Get your ticket HERE
Who's pumped??
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🏆 Community Wins Recap | July 4 – July 10
From AI operating systems and first client deliveries to open-source tools, second brains, and personal AI assistants, this week inside AIS+ showed that the best products often start by solving your own problems first. 🚀 Standout Wins of the Week inside AIS+ 👉 @Miguel Alfonso Murillo closed 3 clients using the AIOS he built for his own business, sharing how his journey evolved from experimenting with ChatGPT to running his operations with AI. 👉 @James Joens delivered his first client project just 11 days into AIS+, saving his client $1,400 on a single deal and following it up with his first in-person cold outreach meeting. 👉 @Jenni Saarenpää built her own AI-powered Wealth Analyzer after realizing the tool she wanted didn't exist, creating a personal FIRE planning app with powerful financial modeling. 👉@Konstantinos Karamatzianis built and open-sourced Session Guardian, solving Claude Code session limits for himself before sharing it with the entire community. 👉 @Girish Mohan created an AI Treasurer to manage expenses for a 100-person family festival, turning a real-life headache into a practical automation. ⸻ 🎥 Super Win Spotlight | @Jacob West Jacob joined AIS+ looking to build a business, not just learn AI. Since then, he has: - Built the confidence to leave his job and go all in on entrepreneurship - Closed larger AI projects by applying real business fundamentals - Shifted from learning tools to building a scalable business around them His biggest takeaway? Skills matter. But confidence comes from building, taking action, and surrounding yourself with people already doing what you want to do. 🎥 Watch Jacob's story 👇 ✨ Every week, members turn personal projects into client work, ideas into systems, and momentum into real businesses.
🏆 Community Wins Recap | July 4 – July 10
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What do you get if you upgrade to AIS+?
Some of you have never heard of the AIS+ community. Others have but the part that trips you up is the actual difference between the two. Either way, this post will give you clarity. This free group is a bundle of quick resources pulled from my YouTube videos, plus a massive open community that anyone can join. It's a great place to get your bearings and see what's possible. But it's open to everyone, it can be noisy and overwhelming, and there's no path through it. You can get help from other members, but I rarely answer questions here. AIS+ is the opposite: - A step by step roadmap with a clear order, so you're never guessing what to do next - A much smaller community of people who are seriously committed to building and selling AI agents - I answer questions every day and run a weekly Q&A call where you can get direct access to me For the course material: The roadmap takes you from zero to building and selling AI agents, and the whole thing is built on the latest tech like Claude Code and Codex. We update it constantly. The old n8n material has been archived. It's still there if you want it, but it's no longer the focus, because the way you build today has moved on and the courses moved with it. Here's the actual roadmap inside, in order, with when each piece opens up: 1. Start Here (opens the moment you join). Gets you oriented. How the community works, the path ahead, and how to get help when you need it. 2. Build Your Portfolio (opens the moment you join). Why a portfolio matters, beginner level tutorials, and what types of projects to focus on. You end up with real work you can show a client. 3. Claude Code (opens the moment you join). This is now its own dedicated course. Build faster, turn ideas into working automations, and go deep on the tool serious builders are using right now. This takes you from beginner to advanced, step-by-step. 4. Get Your First Clients (opens after 30 days). Getting your first clients is hard, because you don’t have any case studies yet. So, we analyzed all of the success stories from our members and found they get their initial clients with two different techniques: warm outreach and Upwork. So, we teach both techniques in detail with exactly what to say, exactly how to position yourself when you have no proof.
Build Explanation Into the Workflow
What does traceable explanation look like in your automation workflows? Automation becomes easier to trust when the system exposes the inputs, assumptions, sources, limits, and trade-offs behind the recommendation. A useful explanation should also reveal the execution method. Did the result come from a database query, file retrieval, web search, model memory, cached content, or a human-provided value? That important because a correct-looking answer does not prove that the intended process occurred. The explanation layer should help users verify, challenge, and override the result. https://creativecooking.blogspot.com/2026/07/transparency-and-explanation.html #Automation #AI #ProcessEngineering
Build Explanation Into the Workflow
How I stopped hitting Claude's limits?
Saw a few posts this week about tracking Claude usage, and I get it, the limit anxiety is real. But the thing that actually fixed it for me wasn't watching the meter closer. It was changing how I work so I stop burning through it. Four things that made the biggest difference: 1. Plan before it builds anything. Most wasted tokens come from one long session piling up dead ends. I make it lay out the plan in a few bullets first, then approve it. A minute of planning saves a pile of failed retries. 2. Push heavy reading into a subagent. Instead of dumping a huge file or a load of research into my main chat, I send it to a subagent. It reads the 50k tokens and hands me back a 2k summary. My main context stays clean and cheap. 3. Start fresh before the context fills up. Quality drops as the window fills, and a bloated session costs more per message. Around 70-80% full I save a short checkpoint, clear, and pick up from there. Feels backwards but it's faster and cheaper. 4. Keep instructions in files, not in every prompt. Anything reusable lives in a file the agent loads only when it needs it, instead of me re-explaining it every session. Net effect, I almost never hit the wall now, and the meter went from something I anxiously refresh to a signal that a session is getting bloated. What eats your limit the fastest? Curious if it's research, long builds, or something else.
How I stopped hitting Claude's limits?
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