Cloud abstraction problems cannot be fixed by adding more abstraction layers on top.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Higher-level abstractions do not abolish low-level knowledge; they concentrate it in the smaller group of people who build the abstractions. MKMartin Kleppmann22 Apr 2026similar wordingComputer science researcher at Cambridge
• An abstraction chosen wrongly at the start means a team can never make its software great, however good that team is. TLTobias Lütke18 Sept 2025similar wordingCo-founder and CEO of Shopify
• VMs are the wrong cloud abstraction because they bundle CPU and memory into fixed-size units. DCDavid Crawshaw22 Apr 2026similar wordingSoftware engineer; co-founder and former CTO of Tailscale
• When an abstraction turns out to be wrong, the fastest way forward is to inline it back into every caller and let the duplication show what the right one is. SMSandi Metz20 Jan 2016similar wordingAuthor of Practical Object-Oriented Design in Ruby and 99 Bottles of OOP
• Parameters and conditional branches accumulating inside shared code are the diagnostic that the abstraction is wrong. SMSandi Metz20 Jan 2016similar wording

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