Repeated rewrites are the correct answer under fast growth, because a system specified to scale forever would take so long to build that the company would die before it shipped.

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• The right way to specify a rescue rewrite is a couple of scaling constraints and no new features at all, so that hardware can absorb the growth the team has no time to design for. TPThuan Pham1 Apr 2026similar wording
• A computer company has to live five to ten years in the future, because a system takes three years to build, two to ramp, and is then used for a decade. JHJensen Huang26 Jul 2026similar wording
• The fastest-growing companies are not using data well, because they reached enormous scale before they had time to build any of the instrumentation. JZJulie Zhuo21 Sept 2025similar wording
• Deploying a new technology at scale takes decades, far longer than the people building it imagine. RBRodney Brooks17 Apr 2025similar wording
• Even a long-horizon deep tech company should chase revenue sooner than it thinks, so that it is valued on its roadmap rather than on its probability of dying. MHMax Hodak7 Aug 2026similar wording

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