Welcome to Growth Algorithm!

What You’ll Learn Here

Engineering isn’t just about code anymore.

AI is doing more of the “typing”.
So the bar is moving.

The engineers who win now aren’t the ones who memorize more syntax.

They’re the ones who can:

• Direct AI (clear specs, good questions)

• Verify output (tests, edge cases, failure modes)

• Ship safely (small diffs, rollback plans, clean reviews)

That’s what Growth Algorithm is now about.

This is a twice-a-week newsletter for engineers who want to close the AI skills gap without becoming an “AI influencer” or an ML engineer.

Practical stuff only:

• Workflows you can use the same day

• Checklists for verification

• Real examples: what worked / what backfired

• Scripts for hard conversations: “Let’s pilot this”, “Here’s the risk”, “Here’s what I measured”

If you’ve ever thought:
“AI is getting good… am I falling behind?”
You’re in the right place.

No hype. No fluff. Just the habits that keep you valuable.

— Daniil