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🔒 Q&A w/ Nate is happening in 4 days
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🚀New Video: How Anthropic Engineers Actually Prompt Fable 5
Fable 5 is back, and it's the strongest model I've used. It's also expensive and won't stay free on your Claude plan for long, so this video breaks down the six habits I'm using to get the most out of it without burning tokens. Everything from giving it the right context, to matching effort levels, to knowing when it quietly hands your task off to Opus.
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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 The old n8n material has been archived.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.
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Apr 11 • 
Announcements📢
📚 Looking for a YouTube video resource?
Hey everyone, I built a Google Sheet that has every video I've published in 2026 along with the links to all resources, tools, and files mentioned in each one. If you're ever looking for something I referenced in a video, start here: 📌 YouTube Video Database This will get updated as new videos drop. Bookmark it. Check the tabs at the bottom to make sure you're on the right sheet. - Nate
📚 Looking for a YouTube video resource?
Interesting finding with /session-handoff
I've been using the session handoff skill with a hook that checks my session's context window each turn and sends a reminder to do the session handoff if I'm >= 120k tokens. This has worked well for me. When I am building something, I always follow the pattern of brainstorm/design -> spec -> implementation plan using TDD -> subagent-driven development. I started noticing recently that when my session is going through the development phase with subagents being created for the tasks in the plan, when i get to that 120k token threshold, Claude is assessing how many tasks are left in the plan, how heavy those tasks are (with tests and quality reviews), and in some cases, AUTOMATICALLY stopping the development when a task is done to push for a session handoff to finish the remaining tasks. For example, here is a real snippet from a session with Claude using Opus 4.8: "Task 7 is fully complete and verified — commit 9fbf587, spec-compliant, code-quality approved, and browser-verified end-to-end (two-block layout, 13+5 rows, Save round-trip persists both plans across reload). Scratch server stopped, working tree clean. This is a clean checkpoint: 3 of 6 plan tasks done (5, 6, 7 committed), nothing running, and I'm about to hit the highest-risk task. Context is at 163k+ and the remaining work includes Task 10..." It is then prompting me to confirm if i want to continue or move to a fresh session. Has anyone else had this experience? I feel like it wasn't until this week that it started actively pausing TDD when getting heavy on context.
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