Six months ago, I joined an EdTech startup as VP of Engineering. Coming from Google and Slack felt like a superpower—until I realized the team of 25 engineers I inherited had a problem I’d never actually solved myself at scale.
None of them had built engineering organizations beyond 10 people. Neither had I, really. At Google, I managed teams within an already-scaled system. At Slack, I inherited established processes. But here? We were building the scaffolding while the building was going up.
The Paradox
Here’s the thing that keeps me up at night: you can’t learn scaling skills without scaling, but scaling badly creates technical debt and cultural damage that’s incredibly hard to recover from.
Every blog post says “hire experienced leaders.” Every conference talk says “promote from within.” Every consultant says “it depends.” They’re all right, and they’re all incomplete.
What We’ve Tried (And What Happened)
Hired expensive “scaling expert” senior engineers: Mixed results. Two were phenomenal—they brought patterns we’d never seen, spotted problems before they became crises. One was a disaster—“at Netflix we did it this way” became the answer to everything, even when our problems were fundamentally different. Culture clash was real.
Sent team to conferences and training: Great for morale, mediocre for capability. Theory doesn’t translate to practice when you’re in the trenches. “Here’s how to structure engineering teams for growth” is useful until you realize your org chart needs to change in 6 months anyway.
Brought in consultants: Helpful but expensive. They diagnosed problems well, but once they left, the knowledge didn’t stick. We got recommendations, not capability.
The Current Dilemma
Our CEO wants to triple engineering headcount in the next 12 months. That means going from 25 to 80+ engineers.
Here’s what I’m wrestling with:
- Current engineering leads have never managed managers. I can coach them, but I’m learning this in real-time myself.
- The processes that work for 25 people (quick standups, everyone-knows-everything, shipping fast) will break at 80.
- We can’t afford to fail publicly during this high-growth phase. User expectations are high, competitors are fast, and our product-market fit window is narrow.
- I don’t know what I don’t know. And that’s terrifying when board members ask, “What’s your scaling plan?”
The Questions I’m Stuck On
Do you hire experienced leaders externally and risk culture clash? How do you assess if someone’s “scaling experience” will actually translate to your context?
Do you promote internally and provide intensive coaching/support? What does that support even look like? Exec coaches? Leadership training? Peer advisory boards?
Is there a middle path? Fractional CTOs? Embedded coaches? Rotational programs where people shadow leaders at other companies?
How do you build scaling muscle without breaking what works today? Our team is high-performing right now. How do I preserve that energy, that culture, that velocity—while fundamentally changing how we operate?
Being Honest
I’ll be real: this feels like building a plane while flying it. And I’m not sure I have the right blueprints.
I know the stats: 47% of platform engineering initiatives operate on budgets under M, and we’re trying to scale organizational capability on a similar shoestring. 93% of developers now use AI coding tools, but productivity gains haven’t budged past 10%—so tooling alone won’t save us.
For those who’ve navigated this successfully (or unsuccessfully—I’ll learn from both), how did you break the loop? What actually worked? What looked good on paper but failed in practice?
I’m all ears. And probably too vulnerable for a VP, but hey, if we can’t be honest here, where can we be?