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5 contributions to AI Bits and Pieces
🎤 Speaking to 125 Small Businesses with NFL Great Led to an AI OS Deal
🏈 My friend @Herman Moore called me, former NFL wide receiver, Detroit Lions. "I'm speaking tomorrow to 125 small business owners. Want to join me and talk about AI?" One day's notice. I built one slide with five points. My strategy, let the room decide which ones we went deep on based on body language and reaction. No fixed script, just reading the energy and following it. Herman worked that stage right alongside me. Great public speaker, no surprise there given his career. We had an easy back-and-forth in front of the audience. 25 minutes on stage. Plain English, no hype. Here's what those 25 minutes turned into: - 12 post talk conversations - 5 leads - 2 solid appointments Results: 1. The Deal: AI OS. A 50-hour build. Not a prototype, not a pilot. A real system going into a real business. 2. The Opportunity: AI Executive Coaching. One business wants me in the room at the executive level as a fractional CAIO, not as a vendor they call when something breaks. 3. The Second Opportunity: Enterprise AI Enablement. AI opportunity mapping, then AI education for their front office professionals. Now here is the important part. I didn't walk in with just a polished pitch. I walked in with the practical AI knowledge that I get from AI Bits and Pieces, and advanced development knowledge from AIS+, and AI for Life where I learn to build complex and trending AI solutions. This is where I: try new things, explore advanced ideas, learn from other professional builder, sharpen the saw, ...and stay ready for that moment you may not expect. If it sounds like a full time plus job... it is. However, this is what enables me to walk in with one slide, a friend who trusted me enough to hand me a mic, and 125 people willing to listen for 25 minutes.
2 likes • 2d
You're amazing, Michael! Congrats! 🎉
(Done) Special Edition Saturday, July 11th Live Zoom Meeting Ai For Life + AI Bits and Pieces
Join us on Zoom Saturday, July 11, 2026 12:30 ET - 13:30 ET we’re opening the AI for Life + AI Bits and Pieces session to everyone, including people outside the community. Join instructions https://us06web.zoom.us/meetings/81545596982/invitations?signature=NQBPitO7KYhO4f7NHMddMYVn476zmP8rjoEmkdhIvzY Meeting ID: 815 4559 6982 Passcode: 050131 Hosts: - 𝗠𝗶𝗰𝗵𝗮𝗲𝗹 𝗪𝗮𝗰𝗵𝘁 from 𝗔𝗜 𝗕𝗶𝘁𝘀 𝗮𝗻𝗱 𝗣𝗶𝗲𝗰𝗲𝘀 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆. - 𝗠𝗮𝘁𝘁𝗵𝗲𝘄 𝗦𝘂𝘁𝗵𝗲𝗿𝗹𝗮𝗻𝗱 from 𝗔𝗶 𝗳𝗼𝗿 𝗟𝗶𝗳𝗲 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆. This will be guided questions plus an open forum for practical discussion around what is happening in AI right now, including: - The explosion of AIOS aka Second Brain - AI hot topics and trends - Design and development - Workflows and automation - Process improvement - Tooling, use cases, and real-world implementation Join us for an open working conversation with people who have been building, testing, learning, and applying AI and automations in practical ways. 𝗦𝘂𝗯𝗺𝗶𝘁 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝗽𝗿𝗶𝗼𝗿 𝘁𝗼 𝘁𝗵𝗲 𝗲𝘃𝗲𝗻𝘁 𝗳𝗼𝗿 𝗰𝗼𝗻𝘀𝗶𝗱𝗲𝗿𝗮𝘁𝗶𝗼𝗻. We’ll kick things off with pre-submitted questions. Simply submit your question(s) in the comments below, or direct message me in Skool. ✨ Claude will pick the question order. And of course bring questions, examples, workflows, problems, tools, or ideas you want to discuss during the open forum. Hope to see our friends there: @Ron Nedd @Frank Priboy @Gina Wang @Debbie Ai @Pedro Gomez @Usman Mohammed @Nick Mohler @Mike AI Consultant @Diane McCracken @R S @Collin Thomas @Jacob Brodsky @Bradley Kerman @Md. Abdullah Al Mafi @Michele Wacht @Mark Zayec @John Romano @Josh Frison
(Done) Special Edition Saturday, July 11th Live Zoom Meeting Ai For Life + AI Bits and Pieces
3 likes • 5d
@Matthew Sutherland it was cool, Matthew!
🔨 AI Terms Daily Dose: API Use
Day: 129 Level: Intermediate Edition: Claude Code Category: Costs & Usage AI Learning Path: Real-World Usage API Use refers to the specific interactions with Claude Code that trigger charges through Anthropic's API. Every time Claude Code processes your requests, generates responses, or accesses models, it's making API calls that count toward your usage and billing. AI Terms in Series: Tokens → Models → Subscription Level → API Use → Extra Usage 🪄 Simple Definition: The specific Claude Code actions that trigger charges through Anthropic's API.→ "What you do that costs money." 🌟 Expanded Definition: API Use encompasses all the billable interactions between Claude Code and Anthropic's servers. Each time you interact with Claude Code, it makes API calls that consume your subscription allowance or generate charges. 🔨 What Counts as API Use: Direct Interactions • Sending prompts to Claude Code • Receiving responses and generated code • Asking for code explanations or reviews • Requesting file modifications or creations Context Processing • Claude Code reading your project files for context • Processing large codebases or documentation • Analyzing existing code before making changes Model Operations • Switching between different Claude models • Using higher-capability models (Opus vs Sonnet vs Haiku) • Accessing new features or advanced capabilities 🔨 Why API Use Matters Understanding API use helps you: • Predict costs before starting large projects • Choose appropriate models for different tasks • Optimize your workflow to minimize unnecessary calls • Stay within your subscription limits • Avoid surprise charges from heavy usage API Use is essential for: • Budgeting Claude Code projects accurately • Understanding what drives your costs • Making informed decisions about model selection • Optimizing your development workflow • Tracking and controlling your spending ⚡ In Action: "You ask Claude Code to refactor a large Python file. This triggers multiple API calls: reading the existing file (input tokens), analyzing the code structure (processing), generating the improved version (output tokens), and showing you the diff (additional processing). A simple request becomes several billable API operations."
🔨 AI Terms Daily Dose: API Use
2 likes • Apr 26
we need a folder for these!! Can we organize into folders?!
1 like • Apr 26
@Michael Wacht oh that's awesome! 🙌🏻👏🏻
AI in Real Life: So Many AI Tools, So Little Time — Here Is What They All Have in Common
I was commenting on a great question posed by @Girish Mohan, and I found myself thinking about it long after I responded.🤔 That reflection led to this post about the future of AI in a practical, real-world sense. The essence of the question: Is there a risk in becoming too dependent on one AI company, product, or tool set? I thought that was a smart question, because there is some real tension there. At this early stage of AI adoption, there is always a risk in overcommitting too soon. We have seen this before. During the eCommerce boom, a lot of companies looked like they were going to dominate, and many of them did not last. Early markets move fast. Leaders change. Sometimes you pick the wrong horse. 🐎 At the same time, over-diversifying creates its own problem. If you keep jumping from one tool to the next, you can lose the benefit of synergy. Some tools work better together. 🔗 Gemini and NotebookLM are a good example. When tools are designed to complement each other, the combined value can be better than chasing ten separate platforms that do similar things. There is also a practical reality that matters. One person cannot learn every AI tool coming to market. There are too many. At some point, each of us has to decide where we want depth, where we want breadth, and what kind of workflows actually fit the way we work. 🎯 That means some specialization is going to matter. People will need to find their niche instead of trying to master everything. But for me, the bigger point sits above all of that. We are moving into a very different communication model. 1) AI is shifting toward natural language. 2) More of the work will be handled through machine-to-machine interaction at machine speed, 3) All this be done without the user interface we think of today. 🛍️ My shopping AI may eventually interact with a retailer’s concierge AI. 🤖 Your scheduling assistant may work directly with mine. 🔄 Business systems will increasingly pass tasks, context, and decisions across platforms without the same kind of manual navigation we deal with today.
AI in Real Life: So Many AI Tools, So Little Time — Here Is What They All Have in Common
1 like • Apr 18
@Tim Armstrong Yeah! Combine that goodness! 🙌🏻
1 like • Apr 18
Oh I just realized that we're AI Bits and Pieces...is Yash in here? Can he still give you a gem? 🤣
🆕 Quick Tips for Claude Opus 4.7
My Take: Claude Opus 4.7 Anthropic's latest model is claiming to be noticeably better at complex, multi-step tasks — and a few changes are worth knowing about before you dive in. What's different: - Smarter on hard problems and better at staying on track in long sessions - Less chatty by default — answers match the complexity of your question - Thinks adaptively now, meaning it decides when to reason deeply vs. respond fast How to get the most out of it: - Put all your context in the first message — the more you front-load, the less back-and-forth you need - Batch your questions rather than sending one at a time Quick Tips: One tip worth saving: Want deeper reasoning? Add: "Think carefully — this is harder than it looks." Want faster replies? Add: "Prioritize speed over deep thinking." Some things are better from the source itself. Here is the latest blog post from Anthropic. https://claude.com/blog/best-practices-for-using-claude-opus-4-7-with-claude-code
🆕 Quick Tips for Claude Opus 4.7
2 likes • Apr 16
You are awesome! You put this together so fast, thank you, Michael 🙌
1-5 of 5
Debbie Ai
2
7points to level up
@debbie
13+ in Mental Health | Learned n8n out of necessity | ClaudeCoding 👩🏻‍💻💕 | AI Educator, Coach, and Consultant

Active 1d ago
Joined Apr 16, 2026
California
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