Slow, Then Suddenly
Why the engineers building "unnecessarily complicated" AI development tools in 2026 are actually creating exponential leverage—just like a 2014 Apple TV prototype that went from zero to multiple iterations in an hour.
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TLDR
• Day 1 at Apple HQ: Zero app progress, just infrastructure (React port, CI/CD, auth). Day 2: Multiple complete iterations in under an hour with real production data
• The outside view sees "slow then sudden"—the builder's view is continuous compounding leverage that suddenly becomes visible
• 2026 AI development tooling looks wasteful the same way—engineers investing in "software factories" that haven't shipped yet
• When feedback loops compress to seconds, you can test ideas as fast as you can think them
• The kicker: Perfect execution still failed because Facebook leadership had no appetite for side quests
In Detail
The author recounts building Facebook's first Apple TV app prototype in 2014. Day one looked like failure—the team built infrastructure (porting React to TVML, setting up GraphQL connections, auth, CI/CD) instead of the actual app. Their Apple host expected nothing, having seen countless "partnership" sessions produce zero value. But day two revealed the leverage: they iterated through multiple complete app versions in under an hour, with real data, testing ideas as fast as they could think them. The Apple engineer was stunned by the sudden progress.
The key insight is the perspective gap. Outsiders see "slow then suddenly"—wasted time followed by explosive output. Builders experience continuous leverage accumulation that compounds until it becomes visible. The infrastructure work wasn't overhead; it compressed the feedback loop from hours to seconds, fundamentally changing what was possible. Every idea could be tested immediately on real hardware with production data.
The 2026 parallel: Engineers building AI development tooling that looks "unnecessarily complicated" are following the same pattern. Their "software factories" seem wasteful because they haven't shipped yet, but they're building the same kind of exponential leverage. The author's warning: don't dismiss them. The ironic coda: even with perfect execution, the Facebook Apple TV app never shipped—leadership had no appetite for side quests beyond mobile.