Sharp, practical thinking on Meta and Google ads, lead generation, measurement, and AI for local and home-service businesses.
An AI operating system is not something you sell, it is a way of running what you already sell. Here is how I build that wrapper in layers, so the system knows your business and quietly takes work off your plate.
AI ExcellenceCodex is now ChatGPT with access to your machine. It can drive your browser, control other apps, and draft an SOP with an automation plan beside every step. Here is what it does for a real business and how to set it up.
AI ExcellenceThese are the highest-leverage Claude Code features ranked by daily impact, not hype: skills, the status line, slash goal, slash rewind, sub agents, agent teams, remote control, routines, and auto memory.
AI ExcellenceClaude Fable 5 is a guarded version of Anthropic's Mythos-class model. It quietly limits itself on frontier LLM research and switches you down to Opus 4.8, while staying remarkably capable for almost everything a business actually needs.
AI ExcellenceOpen source AI now rivals the closed models, and you can download and run it on your own hardware so sensitive data never leaves your machine. Here is what it is, why it matters, and how I would set it up for a real business.
Search & VideoStart a business for free and earn before you invest, package a skill people already pay for, do more of what works, and survive the long stretch of no payoff. Here is how those four ideas apply to a real local business.
AI ExcellenceAn AI operating system is an AI layer wrapped around your whole company that knows your context, reads your real data, briefs you daily, automates recurring work, and frees you to build. Here is how the five layers stack and how I would set them up.
AI ExcellenceGemini 3 already knows GSAP and Motion.dev deeply. To get stunning scroll animations, split the work into two stages: first have the model plan the full timeline as a world-class motion designer, then hand that plan to a coding agent that only implements it.
AI ExcellenceBy installing Claude Code from a starter kit, loading each business's context once, and using a couple of commands to build real workflows, six founders with no coding background each had a working AI operating system by the end of a single day. The same sequence works for any business.
AI ExcellenceAfter building the same deck with every major AI, Gamma was the best by far: it starts from a template, writes the text, generates images, keeps everything editable and consistent, and lets you revise slides by chatting with an AI agent. It is free to start with just a browser, a Google account, and a topic.
AI ExcellenceInstall Unsloth Studio with one command, open localhost:8888, pick a Hugging Face model in safetensors with QLoRA, choose or build a dataset, then start training and watch the loss drop. It runs fully offline on hardware you already own, for free.
AI ExcellenceBecause every MCP server loads its full set of tool descriptions into context whether the task needs them or not, they quietly drain the context window. Replacing them with skills plus a CLI tool cut token use by more than 70% in testing while still reaching hundreds of integrations. Here is what that means for any business running AI automations.
AI ExcellenceDeepSWE is a contamination-free, long-horizon coding benchmark that writes every task from scratch and grades with far more reliable verifiers. On it, GPT 5.5 leads Opus 4.7 by more than 15 points at roughly a third of the cost per trial.
AI ExcellenceProbably not as a public, log-in-and-use model anytime soon. Anthropic said in April it does not plan to make the Mythos preview generally available, so the more likely path is that Mythos-level capabilities fold quietly into the next Opus release rather than launching under the Mythos name.
Future of MarketingInstead of renting software that almost fits, you can use AI-assisted coding to build a tool that fits your business exactly, often for ten or twenty dollars total. Here is the five-step way I approach it.
AI ExcellenceAn AI agent is a digital worker that understands instructions and takes actions to complete tasks. It goes beyond a chatbot's information-only replies to actually book appointments, send emails, and update systems on its own.
AI ExcellenceOpenAI's new GPT-5.5 model works best with short, outcome-first prompts that state what a good result looks like rather than listing step-by-step instructions, and the company says it cuts hallucinations by more than 50 percent.
AI ExcellenceComposer 2.5 lands about a point and a half off the absolute frontier on Cursor's own benchmark at roughly 50 cents per task versus around 11 dollars for the top model. That makes price-per-task, not raw benchmark score, the number that decides which model most teams should actually use.
AI ExcellenceA US export-control directive forced Anthropic to disable Claude Fable 5 for everyone just 76 hours after launch. The headline is dramatic, but the lesson for business owners is simple: never let your operations depend on a single brand-new model that can vanish overnight.
AI ExcellenceAnthropic never says the words, but its report When AI Builds Itself shows Claude solving open-ended problems with no clear answer, jumping from 26% to 76% success in six months. Here is what that means for a normal business, with a worked example for an electrician.
AI ExcellenceCmux is a free, open-source, native macOS terminal designed to run several AI coding agents at once, with workspaces, splittable panes, an integrated browser, and one orchestrator agent that can drive the terminal itself.
AI ExcellenceYou still learn the fundamentals first, then move up to architecture, security, and version control, because the real 2026 skill is agentic engineering: orchestrating AI coding agents well enough to catch and correct their mistakes.
AI ExcellenceAgent Teams is a Claude Code feature that keeps three to five live Claude Code sessions running at once, sharing one task list and messaging each other through an inbox, so they collaborate and even debate on a single project instead of running one isolated helper.
AI ExcellenceYou sell it by flipping automation from one-off point solutions to a context-first base: export the owner's AI history into a context OS, plug in their real tools like Stripe and their CRM, then deliver it as a productized retainer instead of a single big upfront.
