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🔒 Q&A w/ Nate is happening in 6 days
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🚀New Video: How to Actually Deliver AI Projects (APIs, Hosting & Handover Explained)
In this video, I walk through how to actually deliver AI projects, covering APIs, hosting, and handover so clients can use what you build without things breaking or getting messy. This is for anyone building or selling AI services who wants clean delivery, happy clients, and fewer problems after launch. Hope you guys enjoy!
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Happy Holidays Everyone and Merry Christmas🎄
This is a great time to reflect on the past year, set a few intentions for the year ahead, and most importantly rest, recharge, and spend time with family. I know I will be. The AI space will still be here when we get back! Cheers, Nate
Happy Holidays Everyone and Merry Christmas🎄
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🏆 Weekly Wins Recap | Dec 20 – Dec 26
From new clients to production-ready AI systems - this week inside AIS+ was all about confidence turning into action 🚀 Here are this week’s highlights inside AIS+ 👇 👉 @Christian Barraza signed his second client in just 3 days - momentum sparked by simply sharing his first win publicly. 👉 Maciej Wesolowski closed a $3,300 project, building AI agents for an education platform - strong execution, clear value. 👉 @Jose M Lopes landed another inbound prospect via LinkedIn by staying consistent and visible - proof that showing up compounds. 👉 @Waliullah Murad shipped three AI agents in one week - a Telegram calendar assistant, feedback handler, and daily overview system. 👉 @Isaias Perez built his first production-ready automation for a bus company - live alerts for missed shifts and speeding events. 🎥 Super Win Spotlight of the Week: @Usman Mohammed | Building for Life, Not Just for Tools Usman joined AIS+ to learn automation but stayed for the network, trust, and long-term relationships he built by staying active. Through consistent participation, he’s grown confident, built real connections, and positioned himself to serve clients with clarity. 🎥 Watch his quick story 👇 Usman’s journey is a reminder: tools change fast - community and relationships last for life. ✨ Want to see more wins like these every week? Join the builders inside AI Automation Society Plus - where consistency, connection, and action turn learning into real results 🚀
🏆 Weekly Wins Recap | Dec 20 – Dec 26
✅ Claude Code Context windows optimization
Hey everyone, I've been burning a lot of brainpower on my current Leo 2.0 (my PAI) and optimizing my context usage. TL;DR:Here's how to actually set up Docker's MCP Toolkit if you're trying to optimize your AI agent context usage. + The Current Problem + As you see on my screenshot below, before starting a conversation, I already have 11.7% of my context taken just for the MCP tools (23.3k tokens). Standard MCP servers dump 13,000-18,000 tokens of tool definitions into your context. When you stack multiple servers, agents get confused and you're burning context on infrastructure instead of actual work. Docker's approach: containerized MCP servers with a gateway that aggregates everything. + Setup Steps (this is a beta feature) + Prerequisites: - Docker Desktop (not just Docker CLI) - Enable "MCP Toolkit" in Settings → Features in Development (it's Beta) Enable servers via CLI: - docker mcp server enable github-official - docker mcp server enable filesystem + OAuth setup (for services that need it): + - docker mcp oauth authorize github + Connect via CLI (once Docker Desktop is running): + - docker mcp client connect claude-code --global + Project specific + - docker mcp client connect claude-code This creates a `.mcp.json` (or updates `~/.claude.json` for global): + Verify it works + Run `/mcp` in Claude Code to see connected servers. + What You Actually Get + - Each server runs in its own container (1 CPU, 2GB RAM limit) - One connection point instead of multiple server configs - Browse and add servers from Docker Hub without hunting - Credential management without manual API token juggling + My Take So Far + Still testing, but seems promising: instead of managing 8 separate MCP server configs that each consume tokens, you get one gateway. The question is whether the gateway itself adds overhead that offsets the benefits. Will update once I've run it through some real workflows.
✅ Claude Code Context windows optimization
N8N vs GoHighLevel
Happy new yearr guys!! 🎉 I need your thoughts on this - I am in a RealEstate Marketing agency and we use GHL automations for bookings - reminders - automated texts - tags - moving in pipeline stages etcc. So I am thinking in the future about moving all of our automations to N8N instead of using GHL - what are your thoughts on this ? and we do have a hefty sum of clients with different programs?
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