AI Adoption — Best time is now!

Break into lucrative AI — no time like right now! There is no going back. The AI bubble will burst. But Generative is here to stay. And it’s a requirement not option.

After years building and fixing technical teams, I can tell you exactly why AI adoption fails: wrong people doing the wrong work.

• Most "AI coaches" don’t code.

• Most teams get paralyzed by consultant theater.

• And executives replace teams instead of enabling them.

I just wrote the straight path for both companies and individual engineers — the 80/20 split that actually works, the technical competence that’s actually needed, and why Google’s developer ecosystem currently offers the lowest friction (though I’d not trust them long-term).

Full disclosure included.

If your team is stuck in AI adoption paralysis or your engineers need actual technical guidance — let’s talk. I build competence, not dependency.