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Are We Automating the Wrong Things?
I went back to my hometown McDonald's last week. It made me rethink how I talk about AI. I grew up in this town. I know this McDonald's. And last week I walked in and it was gutted — no cash registers, no one up front. Just a row of digital kiosks. The actual workers were pushed back into the kitchen, tucked behind a corner where you could barely see them. Then they forgot one of my fries. Before, that's a 10-second fix. Walk up to the counter, say something, done. Instead, I had to walk behind the counter, into the kitchen, and try to flag someone down while everyone back there is slammed. I felt like I was doing something wrong just by being there. A problem that used to take zero effort to solve now takes effort, awkwardness, and a little bit of guilt. That's not AI making my life easier. That's AI making my life harder so a company can save on labor. And I think that distinction matters a lot. Here's where I land on all of this — I'd call myself a realistic optimist, or a cautious optimist. I'm genuinely bullish on where this technology goes. I think AI has the potential to free up a massive amount of our time — time we could spend picking up new hobbies, sharpening skills, learning things we never had bandwidth for, and actually showing up for our communities instead of being buried in busywork. I use it every day to think out loud and organize my own head. That part's real, and it's good. But I'm also watching it get implemented in ways I don't agree with, right now, not hypothetically. The McDonald's kiosk is a small example of a bigger pattern: technology getting rolled out to cut cost or friction for the business, at the direct expense of friction for the human on the other side of it. We should be way more intentional about that trade-off than we currently are. The other thing I'm protective of: our ability to think for ourselves. AI is an incredible tool for brain-dumping, organizing, drafting — I lean on it constantly. But there's a real difference between using it to support my thinking and letting it start replacing my thinking. That line is worth guarding, especially as it gets easier to just let the model decide.
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🚀 New video: the exact system I use to build and sell voice AI agents
Local businesses miss calls every single day, and every missed call is money out the door. This video breaks down the exact system I use to build, demo, and sell AI receptionists that catch those calls and pay me recurring monthly income. The whole thing runs on two tools: - Trillet AI to host and white-label the agent - Claude Code to build and configure everything for you You slap your name on it, connect your Stripe, and keep the monthly revenue. What's inside: - Why local businesses desperately need this - Building a personalized demo in 5 minutes from just a website URL - White-labeling so your client never sees the platform - Sub-accounts, onboarding, and invoicing - Letting Claude Code do the heavy lifting on the build - Knowledge base, voice, fallbacks, and SMS booking setup - Getting a phone number connected - The sales math that closes deals on the call - The full 7-step process from demo to live One 5-minute demo can turn into monthly passive income. Once you see it as a repeatable process, you just run it over and over. Drop questions below 👇
Would you run this from Claude Code or an n8n scenario?
Google just opened up Gemini Notebook to developers, and it ships with an MCP server. The short version: you can now create notebooks and push sources into them from your own code or straight from Claude Code, no clicking around the UI. - REST API plus a remote MCP server, both in Public Preview - 7 MCP tools: create, get, list and update notebooks, plus create, get and list sources - Sources: web pages, YouTube videos, plain text and Markdown - Setup docs for Claude Code and Cursor, and it works with any Streamable HTTP MCP client - Free during the preview, with a limit of 20 new sources per minute per user - Up to 500,000 words per source, 50 sources per notebook on the free tier - Personal Google accounts only for now, Workspace accounts aren't supported yet - Pre-GA, so expect breaking changes The use case I keep coming back to: an agent that watches a client's site, YouTube channel or docs and keeps a research notebook current without anyone touching it. What would you pipe into a notebook automatically if you could? Drop your idea below. Read more: https://developers.google.com/notebook/docs
Claude for niche research and automatic emails?
Hey y’all I would love to build a system with Claude or some AI that can understand my ICP and what I sell, get trained on a sequence, researvh prospects, get high quality leads, personalize the message and send an email to these people through maybe GoHighLevel or something else. I want to be able to automate the process and have Claude handle it all and book me in for a sales call. I also wanna train Claude on a method of adjusting stimuli called “the scientific method” so that Claude can use the method and adjust stimuli according to the feedback it gets, OR submitt the dailt inputs it has done and let me give it feedback instead. Is it possible to build such a system with Claude?
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Senior Software Engineer | Available for AI, SaaS & MVP Development Projects
Hey everyone, I'm a Senior Software Engineer with 10+ years of experience in AI, machine learning, and full-stack development. Currently working independently and looking to connect with founders, CEOs, entrepreneurs, and development teams who have active projects or need technical support. My technical expertise includes: - AI & ML: LLM integration, AI agents, RAG systems, model evaluation, PyTorch, and intelligent automation. - Full Stack: Python, FastAPI, Node.js, TypeScript, React, Next.js, and PostgreSQL. - Cloud & Infrastructure: AWS, GCP, Docker, Kubernetes, API development, and scalable system architecture. - Product Development: SaaS platforms, MVPs, internal business tools, workflow automation, and AI-powered applications. Who I'd like to connect with: Founders with funded ideas who need an MVP built, startups preparing to launch, CEOs looking to integrate AI into their businesses, or engineering teams needing an experienced developer to accelerate delivery. I can take a project from technical planning through development, testing, and deployment, or join an existing team to handle specific engineering challenges. I'm available for paid freelance projects, contract work, and long-term technical partnerships. Remote collaboration works best for me. If you're currently building something and need reliable technical support, feel free to DM me with a short overview of your project. Would be glad to hear what you're working on. Discord: moon_runner44 Telegram: @SamRabin
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