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AI DOERS · Insights

Playbooks for performance marketing.

Sharp, practical thinking on Meta and Google ads, lead generation, measurement, and AI for local and home-service businesses.

AI Excellence

DeepSeek Explained: Why A Cheap Open AI Model Changes The Game

DeepSeek is an open, low-cost reasoning AI model that shows its work and rivals far more expensive systems, a shift that puts powerful, affordable AI within reach of any small business that wants to build with it.

May 23, 2026 · 10 min read
AI Excellence

The Overnight Self-Improving AI Loop, and How to Borrow It for Your Business

A tiny open-source tool lets AI run hundreds of experiments on itself while you sleep. The same keep-what-works loop can sharpen your own workflows.

May 23, 2026 · 9 min read
Future of Marketing

Why AI Has No Tidy Explanation, And Why That Is Perfectly Fine For Your Business

A computational view of the universe says simple rules can produce complexity no one can fully explain. That same idea is the most honest way to think about using AI at work.

May 23, 2026 · 9 min read
AI Excellence

How to Build Your First Agentic AI Workflow From Zero

An agentic workflow lets you describe the result you want and lets the AI plan the steps, build the tools, and fix its own errors. Here is what it is and how a small firm can use it.

May 23, 2026 · 10 min read
AI Excellence

Agent Teams and Long-Horizon AI: How an Office Runs Multi-Step Work

The Opus 4.6 jump moves AI from quick replies toward long, self-correcting jobs run by teams of agents in parallel. Here is how a service business turns that into faster month-end work.

May 23, 2026 · 10 min read
Future of Marketing

Safely Migrate Hundreds of Automations Between Accounts

Moving hundreds of workflows from one account to another is risky without tracking. This method logs everything to a spreadsheet, marks each as processed, and loops them over one at a time so nothing is lost or duplicated.

May 23, 2026 · 10 min read
AI Excellence

Open Code Explained: How an Open Source Coding Agent Builds Real Apps From a Single Prompt

Open Code is a free, open source coding agent that works with dozens of AI models and can build a working app from one clear prompt. Here is how it works and how I would use it for a real business.

May 23, 2026 · 9 min read
AI Excellence

Building And Deploying A Full App From Scratch With Claude Code

Claude Code can take you from an empty folder to a live, deployed app in about an hour. You describe the idea in a text file, run a couple of agents, and ship a working MVP. Here is how it works and how I would apply it to a real business.

May 23, 2026 · 9 min read
AI Excellence

Claude Code for Beginners: Build and Deploy Your First Automation

Claude Code lets a non-coder describe a task in plain language and have the AI build, test, and deploy a working automation. The key is a clear project setup, a planning step, and a simple workflows-and-tools structure.

May 23, 2026 · 9 min read
AI Excellence

The LLM Wiki Method: A Second Brain Claude Can Query

A simple markdown wiki turns your scattered documents into a linked knowledge base Claude Code can read efficiently, with no vector database and no complex setup.

May 23, 2026 · 9 min read
AI Excellence

Kimi K2 Thinking: A Free Open Model That Runs Hundreds of Steps On Its Own

A new open-weights AI matches top closed models on hard tasks and can chain hundreds of tool calls without a human. Here is what that means and how I would put it to work in a service business.

May 23, 2026 · 9 min read
Future of Marketing

The Meeting Summary Automation Every Owner Should Steal

Turn every meeting recording into a custom report of action items, fresh ideas, and the truths your team avoids, all running on its own in the background.

May 23, 2026 · 9 min read
AI Excellence

27 Free Gemini Capabilities That Most Businesses Are Completely Missing in 2025

Google's Gemini ecosystem is more powerful than most people realize, and most of its capabilities are free. Here is the full map of what you can actually do without spending anything.

May 23, 2026 · 10 min read
AI Excellence

How to Make AI Think Slowly: Multi-Agent Review Loops That Catch Mistakes

Single AI models rush to an answer and get hard problems wrong. Here is how a solver and reviewer setup forces careful reasoning, with a worked example for a financial advisor.

May 23, 2026 · 9 min read
Future of Marketing

Building a Working App in Under 30 Minutes With No Code

An idea became a working, publishable app in under half an hour using AI and no hand written code. Here is the method, and how a local business can copy it.

May 23, 2026 · 10 min read
Future of Marketing

8 AI Tools Nobody Talks About That Are Better Than the Famous Ones for Specific Tasks

The most popular AI tools are popular for good reasons, but they are not always the best tool for every job. Here are eight underrated alternatives that consistently outperform the famous options in specific areas, especially image generation with text and consistent character illustration.

May 23, 2026 · 10 min read
AI Excellence

xAI Is Rebuilding Grok From Scratch, and What That Race Means for Your Business

While xAI trains several Grok models at once and bets on giant compute, the useful lesson for a business is simpler: match the right AI to the right job today.

May 23, 2026 · 10 min read
AI Excellence

Why Anthropic's Quiet Focus Is Winning, and What It Teaches Your Business

Anthropic is climbing by going deep on enterprise coding while rivals spread thin across consumer apps and devices. The focus lesson behind that strategy is exactly how a small business should choose its tools.

May 23, 2026 · 10 min read
AI Excellence

Claude's New Memory Finally Makes AI Remember Your Business the Right Way

Anthropic built a memory system that keeps your core identity separate from this week's experiments and rebuilds itself nightly. Here is what that means for a real business and how I would set it up.

May 23, 2026 · 10 min read
AI Excellence

GPT-4o Image Generation vs. Midjourney, Flux, and Imagen: A Complete Benchmark Comparison

OpenAI's new image generator is available free and claims to be the best on the market. After running benchmark prompts across every major model, here is the honest comparison.

May 23, 2026 · 9 min read
Future of Marketing

How I Turned Clawdbot Into an Always-On Executive Assistant

Clawdbot can run as a 24/7 assistant with its own accounts, a task board, and scheduled wake-ups, so it works on your backlog while you sleep. Here is how it works and how a small bakery could put it to use.

May 23, 2026 · 10 min read
AI Excellence

An AI Agent That Actually Works: Real Tasks It Can Run For Your Business

Browser based AI agents can now read your inbox, reply in your voice, and handle routine tasks. Here is how a chiropractic clinic would put one to work safely.

May 23, 2026 · 9 min read
Measurement

Proactive AI: How a Morning Briefing Beats the Daily Scramble

The biggest signal in the latest AI news is the shift to proactive tools. Here is how a landscaping company can turn that into a one screen morning briefing.

May 23, 2026 · 10 min read
AI Excellence

NVIDIA Wants to Make AI Agents Safe Enough for Real Businesses

Agents are powerful and a little reckless. NVIDIA's new enterprise layer adds privacy, sandboxing, and local models so companies can deploy them without leaking data.

May 23, 2026 · 10 min read
Insights | AI Doers