u/Clear_Raisin7201

The hot take nobody in the growth community wants to hear, campaigns are a band-aid for products that don't have working feedback loops. Marketers obsess over acquisition because it's visible. Developers can fix the actual drain.

One weekend project. Automated the onboarding trigger that fired too late, moved it to the moment users hit their first aha instead of 3 days after when they'd already left. No A/B test. No campaign brief. Just a conditional and a cron job.

34% retention lift. The growth team took credit in the all-hands. I didn't care. The number moved.

Code-first growth, just debugging your funnel the same way you debug everything else.

Growth agents will absolutely outperform a mediocre growth team. That's the uncomfortable part nobody wants to say out loud.

But the companies sprinting to replace humans aren't doing it because AI is better. They're doing it because their growth team was already underperforming and AI gives leadership a face-saving exit. We're embracing automation, lands better than we had the wrong people.

The real question is what happens in month four when the agent optimizes everything it can see and growth still flatlines. Agents are ruthlessly good at exploiting existing signals. They're useless at finding new ones.

That's still a human job. For now.

Take a look at the parts of your codebase that your team touches the most.

Those aren’t just bugs or messy files. They’re growth signals.

Every repeated fix, every workaround, every “we’ll clean this later” moment… that’s your product telling you where demand already exists.

But instead of building around those signals, most teams keep patching the same spots again and again.

What this really means is simple, you’re not dealing with technical debt. You’re sitting on validated opportunities.

The question is whether you're going to keep fixing them or finally ship something around them?

It's not because Intercom is bloated. It's not because they value simplicity. It's because they have 40 users and can't justify $299/month, so they write a Notion doc and call it high-touch onboarding. The poverty rebranding in this industry is genuinely impressive.

For two years I ran a SaaS on a stack I was genuinely embarrassed to describe out loud. Separate auth provider, separate database, a legacy email tool that charged me per contact like it was 2015.

Migrated everything to Next.js, Supabase and Resend over one long weekend. Auth took 40 minutes. Database migrations stopped being a thing I dreaded. Emails actually land in inboxes now, which it turns out matters.

The PLG loop I'd been planning to build for six months took three days once I wasn't fighting the infrastructure. Signup, activation email, in-app nudges, upgrade prompt. Done.

Sometimes the bottleneck, the guilt of knowing your stack is fighting you.