Q1: When should a startup start investing in infrastructure scaling?
A: As soon as product usage becomes consistent and repetitive problems appear—usually post-Seed but before Series A.
Q2: What are early signs of over-scaling?
A: High burn, slow onboarding, constant rework, and engineering teams working on infra more than product.
Q3: Should we hire a platform team early?
A: Not necessarily. A few well-chosen tools, templates, and workflows often replace the need for a full team.
Q4: Is Kubernetes necessary post-Seed?
A: Only if you need it. Many fast-growing startups do fine on ECS, Fargate, or eve
Q5: How do I keep control of cloud costs while scaling?
A: Use tagging, set budgets, prefer serverless/spot where possible, and regularly audit your spend.
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