Planning in Bets: Risk Mitigation at Scale - Shopify

This post introduces a four-question framework for risk mitigation: 1. What are the risks? (Visibility through WCGW exercises). 2. What is worth mitigating? (Optimizing time through voting and expert discussion). 3. Who makes what decisions? (Aligning incentives and accountability by empowering decision-makers). 4. How do you communicate? (Alignment and awareness through over-communication). It also frames engineering challenges as 'bets' on probabilities to deal with uncertainty, emphasizing the distinction between decision quality and outcomes.