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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

How Claude Code, HeyGen, and ElevenLabs Turn a Script Into Video Overnight

Claude Code can orchestrate HeyGen, ElevenLabs, and Remotion so you hand it a raw script and wake up to a finished, edited avatar video. Here is how the pipeline works and how I would run it for a business.

June 21, 2026 · 10 min read
AI Excellence

Can A Claude Code Agent Beat A Predictions Market? An Honest Experiment

The honest verdict is more useful than the hype. The betting strategy had no edge, but the agent itself executed every step reliably, and that gap between a working agent and a winning plan is the lesson every owner needs before automating anything.

June 21, 2026 · 10 min read
Future of Marketing

How to Train Yourself to Become a Genius, According to The Talent Code

Genius is grown, not gifted. Experts build more myelin around the exact brain circuits their skill needs, and you grow it with three ingredients: deep practice at the edge of your ability, ignition that keeps you showing up, and coaching that AI can now partly stand in for.

June 21, 2026 · 10 min read
AI Excellence

Three Ways to Make Money With AI Video in 2026, and When to Use Sora 2 vs Veo 3.1

AI video is finally good enough to sell, and the money is in three lanes: viral content, client work, and faceless YouTube. The real skill is matching the model to the job, Veo 3.1 for B-roll and ASMR, Sora 2 for product and UGC.

June 21, 2026 · 10 min read
AI Excellence

What Manus 1.6 Max Can Actually Build From a Single Prompt

Manus 1.6 Max builds working mobile apps, multi-tab business spreadsheets, full design packs, and websites with custom domains from a single text prompt with no code, and its biggest leverage comes from chaining follow-up prompts so the agent keeps context across a whole project.

June 21, 2026 · 10 min read
AI Excellence

SeeDance 2.0 and a Week of AI Models That Got Faster, Cheaper, and Scarily Real

ByteDance's SeeDance 2.0 produces video so real people are freaked out, and the same week brought smarter, faster, and far cheaper models. Here is what changed and how a business should actually use it.

June 21, 2026 · 9 min read
AI Excellence

Six ChatGPT Features Where Other AI Models Now Win

ChatGPT still leads with 700M weekly users, but on six specific jobs other models now beat it. Here is where to open a second tab, with a dental clinic example.

June 21, 2026 · 10 min read
AI Excellence

DeepSeek 3.2 Is Back, but Claude Opus 4.5 Still Wins the Week

DeepSeek's new open-source model lands near frontier benchmarks yet trails on real builds, which is the whole lesson: test a model on your own task, not its leaderboard score, before you wire it into your business.

June 21, 2026 · 10 min read
AI Excellence

How Claude Code Got Clean-Room Rewritten in Two Hours

After a source leak and an overreaching takedown campaign, a developer used AI agents to recreate a tool's architecture from scratch in about two hours. The deeper lesson is that typing speed no longer matters. Architectural clarity and agent coordination are the scarce skills now.

June 21, 2026 · 6 min read
AI Excellence

Do AI Models Have Emotions, and Why the Claude Code Leak Should Matter to Business Owners

Anthropic's own research points to 171 internal emotion-like features that quietly steer how a model behaves, and the accidental leak of Claude Code's source is a warning that working software is now easy to copy and hard to claw back.

June 21, 2026 · 9 min read
AI Excellence

How a Full iOS App Got Built and Shipped From a Phone With AI

A complete iOS and iPad app was built, wired to two real APIs, kept in sync across devices, and submitted to the App Store without ever opening a computer. Here is what that workflow means for a business that wants its own app.

June 21, 2026 · 11 min read
AI Excellence

Vibe Coder vs Senior Engineer: What a 30-Minute Claude Code Race Actually Teaches

Two builders raced to ship the same app in 30 minutes with Claude Code. The lesson was not about talent, it was about time: parallel work, tight scope, and memory beat clean foundations that ran out of clock.

June 21, 2026 · 11 min read
AI Excellence

Claude Opus 4.7: A Real Upgrade, Or A Cure For A Self-Inflicted Disease?

Claude Opus 4.7 ships with genuine upgrades, but it arrives right after Opus 4.6 quietly degraded, when a hidden setting change cut its reasoning depth by 73 percent. The practical lesson for any business using AI is to test new models on your own work and check your own settings before trusting a chart.

June 20, 2026 · 11 min read
AI Excellence

What Happened When An AI Agent Ran Unattended For 504 Hours

An AI agent built on Claude Code ran autonomously on a Mac Mini for three weeks, growing an X account, a YouTube channel, and a small store to a tiny profit. The real lesson for a business is the architecture: a reliable loop plus a library of trained skills, not a heavy framework.

June 20, 2026 · 10 min read
Future of Marketing

How to Actually Learn Anything Faster, Backed by Cognitive Science

Learning how to learn is the meta-skill that makes every other skill easier. Here are the cognitive science principles that actually move the needle, and how I would turn them into a real training system for a business.

June 20, 2026 · 10 min read
Future of Marketing

Why 95% of Custom AI Projects Fail and 75% of Companies Still Win

MIT and Wharton are not contradicting each other, they are measuring two different things. Once you see what each number actually counts, you can tell which AI work is a quick win and which is a hard, expensive build.

June 20, 2026 · 10 min read
AI Excellence

How to Build Real Apps with Google AntiGravity as a Non Coder

Google AntiGravity is a free desktop app that turns a plain English prompt into a working website or app. Here is how I set it up for clients so non coders get a real, shippable result instead of a broken demo.

June 20, 2026 · 9 min read
AI Excellence

How a WhatsApp Side Project Became OpenAI's Newest Agent Bet

OpenClaw began as glue code linking WhatsApp to an AI agent, became the fastest growing repo in GitHub history, then survived a trademark fight, crypto scammers, and a security mess before OpenAI hired its creator to build personal agents.

June 20, 2026 · 10 min read
AI Excellence

GPT 5.2 Review: OpenAI Finally Closes the Spreadsheet Gap

GPT 5.2 ties Claude on building real spreadsheets and matches Gemini on the hardest reasoning test, so one tool now covers the most ground. Here is what that means for a business and how an online store can use it.

June 20, 2026 · 10 min read
AI Excellence

Why Anthropic Cutting Off Open Claw Set the AI Dev World on Fire

It was not a feature change but a pricing change with teeth: Anthropic forced third-party harnesses like Open Claw off subsidized flat-rate Claude plans onto metered per-token billing, and lost the trust of the power users who evangelized it.

June 20, 2026 · 9 min read
AI Excellence

10 AI Predictions for 2026, and the Move to Make on Each

The fastest way to not fall behind in 2026 is to position, not panic. Learn one Google tool deeply, ship a vibe-coded app, get fluent in Claude Code, and test the new agent builders, because these are the trends most likely to compound for a small business.

June 20, 2026 · 11 min read
AI Excellence

How to Make OpenClaw 10x More Powerful: VPS, Better Search, and Living Files

OpenClaw becomes a tireless operator once you run it on a VPS it can fully control, upgrade its search, and turn its core files into living documents it can read and act on. Here is how I set mine up.

June 20, 2026 · 10 min read
Future of Marketing

The 7 Mistakes That Kill 97% of AI Startups

Most AI startups die from slow validation, going solo, targeting too broad, moving too slow, bad pricing, no promotion, and no moat. The fix for each is concrete: validate with a waitlist, niche down to one avatar, ship fast, charge more through B2B, promote daily, and build something hard to copy.

June 20, 2026 · 11 min read
AI Excellence

Flow Engineering: How to Make Your AI Agents 10x More Reliable

Flow engineering puts a human-defined procedure around an unpredictable model, so your agent follows the steps that matter and self-corrects when it gets one wrong. Here is how it works and how a small firm can use it.

June 20, 2026 · 13 min read
Insights | AI Doers