For most engineers, every advancement in AI means less job stability. Every time OpenAI or Anthropic drops a new update, millions of engineers around the world scramble to mess with it and see if they'll still have a job in 6 months. My wish is that these men and women understood what's ACTUALLY happening in the market and how it's genuinely of benefit to them. Here's the funny thing about the Fractional AI Engineer model: Every AI advancement that makes you question your job stability is an advancement that gives you more ammo to work as a freelancer with an SMB who grows more and more confused on what to do. You, technically, become more replaceable to your AI-fluent manager, and become more necessary to a small business owner who is AI-illiterate. Right now, there are more services and systems that you can provide to an SMB than ever before. There's more awareness from SMBs around what AI can do, and demand for hiring somebody who can help them implement it. For your W2, AI getting better isn't really a good thing. For the freelance business you can build on the side, this is the best thing that could happen for you. Very looking forward to showing you everything on the webinar tomorrow. ​Sign up in the comments if you're interested​.

Give one person Codex, company data, and API access and they can build the software a company uses to find its next customers. The stack: - Codex (research + code) - Google Search + Apify (live web data) - ChatGPT + Gemini + Perplexity (LLM visibility checks) - SQLite (question, answer, source, date, competitor) - LinkedIn + Apollo (buyer data) - Next.js (review app) - YouTube transcripts + past messages (copy research) Feed it the company's calls, messages, website, case studies, buyer criteria, and every approval or rejection. Then have it: - Research the market - Find companies with a real reason to buy - Save the proof - Find the person who can say yes - Write a message for each person - Put every decision in front of a human The key is the order. Find the reason to contact the company before you find the person. That is how you stop AI outreach from becoming spam.

Anyone doing cold calling in the USA from outside the USA Drop a comment below 👇🙌

Sounds impossible? Here's why. A business owner discovers AI and starts automating everything: More content. More emails. More outreach. More workflows. More tools. But revenue doesn't increase. Because they automated activity, not value. You can automate a bad sales process. You can automate a weak offer. You can automate sending 10,000 emails nobody wants. AI will just help you do the wrong thing faster. The smarter approach is: Find what already makes money → improve it → then automate it. If one salesperson consistently closes deals, study what they're doing. If one offer gets most of your sales, push it harder. If one acquisition channel works, double down. Then use AI to scale it. That's the difference between: Using AI and Building an AI-powered business. Don't automate everything. Automate what works. 🚀