Every engineering leader is being asked the same question right now: if AI writes the code, why do we still need the team? The answer nobody wants to hear is that code was never the bottleneck. Writing more of it, faster, just means shipping more software nobody asked for.
Sebastian Alvarez co-founded Remotely to solve the version of that problem that actually matters, which is figuring out who is genuinely good. His team analyzed the public GitHub firehose, mapping engineers worldwide by what they actually build, then layered cultural fit screening on top. The result is roughly 8,000 accepted engineers out of more than 200,000 evaluated.
We're building Human Cloud to do the same thing one layer up, so companies can find the right talent partner in minutes instead of months.
In this episode, Sebastian Alvarez shares:
- Why "let's fire everyone and run Claude" fails on contact with reality, and what the same headcount plus AI actually unlocks
- The team structure he'd build from scratch today: a talker, a builder, and a designer, each pointed at one business KPI
- Why he'd kill the technical interview entirely, since writing code by hand stopped being a differentiator
- The three things buyers actually mean when they ask for an "AI developer," and why the question is unanswerable until you pick one
- How mapping every public commit on GitHub, then screening for culture instead of syntax, produced a network that converts at roughly 4%
- Why the internal team building your company's own context layer may be the highest-leverage pod you staff
Sebastian Alvarez is co-founder and CTO of Remotely, where he built the GitHub commit-analysis engine that maps engineers worldwide. He was previously the first engineer at Olapic, scaling its Argentina engineering org to nearly 100 people before the company was acquired.
Listen now on Apple Podcasts, Spotify, or wherever you get your podcasts.
About Human Cloud: We help companies find and deploy the right flexible talent solutions in minutes instead of months. We automate discovery, compliance, and orchestration across 1,000+ workforce platforms, so business teams move fast, procurement teams stay in control, and rogue contractor spend turns into a strategic advantage.
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