When implementing functionality that involves multiple possible algorithmic approaches, explicitly analyze the complexity tradeoffs between alternatives before making a decision. Consider factors such as:
When implementing functionality that involves multiple possible algorithmic approaches, explicitly analyze the complexity tradeoffs between alternatives before making a decision. Consider factors such as:
Document your reasoning to make the decision process clear to reviewers and future maintainers.
Example:
// Approach chosen: Store component status directly in the task
// Considered alternatives:
// 1. Maintain timestamp list in mutable state
// Pros: No need for versioned_transition_offset field
// Cons: More complex updates when nodes/tasks are removed
// Requires checking entire tree or maintaining reference counts
// Additional write operations at task processing time
// 2. Current approach with direct status field
// Pros: Simpler update logic
// versioned_transition_offset provides additional benefits
// for referencing specific component tasks
// Cons: Requires carrying over status during replication
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