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Failure-First Learning
Understand a system architecture by starting with realistic failure modes and debugging.
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Understand a system architecture by starting with realistic failure modes and debugging.
Assume the plan already failed, list specific failure mechanisms, and change the plan while failure is still cheap.
Evaluate competing methods, frameworks, or approaches across trade-offs, costs, and failure modes.
Search for real precedent, then argue the most likely failure. Stay adversarial until the verdict. DeeperSearch if you have it.