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← People and their mental models

Dane Knecht's mental models

4 claims Dane Knecht made fit 2 mental models. Most often: Margin of safety, Feedback loops. Everything they said here.

Models we see in what they say

Our reading: their claim applies the idea without naming it. The claim is theirs; filing it here is ours.

Margin of safety

Leave room for being wrong, because sometimes you will be.

Used by 27 others

Any change to how Cloudflare serves traffic should get the same tested caution as a change to its software.

  1. Dane Knecht Chief Technical Officer of Cloudflare as of 2026 The past two incidents have demonstrated that we need to treat any change that is applied to how we serve traffic in our network with the same level of tested caution that we apply to changes to the software itself. Code Orange: Fail Small — our resilience plan following recent incidentsblog.cloudflare.com · 19 Dec 2025All korrents from this piece
    The past two incidents have demonstrated that we need to treat any change that is applied to how we serve traffic in our network with the same level of tested caution that we apply to changes to the software itself.

A service that reads a corrupted configuration should fall back on validated defaults rather than panic.

  1. Dane Knecht Chief Technical Officer of Cloudflare as of 2026 Instead of panicking, there should have been a sane set of validated defaults which would have allowed traffic to pass through our network Code Orange: Fail Small — our resilience plan following recent incidentsblog.cloudflare.com · 19 Dec 2025All korrents from this piece
    Instead of panicking, there should have been a sane set of validated defaults which would have allowed traffic to pass through our network

Every interface between critical services should assume failure will occur and handle it as reasonably as possible.

  1. Dane Knecht Chief Technical Officer of Cloudflare as of 2026 we are in the process of reviewing the interface contracts between every critical product and service that comprise our network to ensure that we a) assume failure will occur between each interface and b) handle that failure in the absolute most reasonable way possible. Code Orange: Fail Small — our resilience plan following recent incidentsblog.cloudflare.com · 19 Dec 2025All korrents from this piece
    we are in the process of reviewing the interface contracts between every critical product and service that comprise our network to ensure that we a) assume failure will occur between each interface and b) handle that failure in the absolute most reasonable way possible.

Feedback loops

Shorten the loop between doing and finding out; whatever a loop rewards is what you become.

Used by 62 others

Resilience work is best delivered as iterative improvements, not one big-bang change at the end.

  1. Dane Knecht Chief Technical Officer of Cloudflare as of 2026 These projects will deliver iterative improvements as they proceed, rather than one “big bang” change at their conclusion. Code Orange: Fail Small — our resilience plan following recent incidentsblog.cloudflare.com · 19 Dec 2025All korrents from this piece
    These projects will deliver iterative improvements as they proceed, rather than one “big bang” change at their conclusion.