balls-mode

You can evaluate architectural decisions by decomposing them into independent sub-questions, assigning a 0.0-1.0 confidence score to each, and synthesizing the findings into a final conclusion with an overall confidence score.

Systematic debugging of complex failures is achieved by breaking the problem into verifiable reasoning units, evaluating each sub-question's uncertainty, and identifying the weakest assumptions before synthesizing a final answer.

Decomposed reasoning improves pre-implementation analysis by breaking down complex questions into independent balls, scoring the confidence of each answer, and identifying the weakest link to prevent wasted effort on uncertain assumptions.

Yes, you can identify weak assumptions by systematically evaluating sub-questions about your architecture, assigning explicit confidence levels to each, and highlighting the lowest scoring areas before implementation starts.

Complex problems are broken down by decomposing them into independent sub-questions or balls, analyzing each one separately with a numerical confidence score, and then integrating the answers into a reasoned conclusion.

Confidence scoring for decision making should be used when evaluating complex architectural choices or post-failure debugging, ensuring systematic analysis by identifying weakest assumptions and synthesizing findings with an overall score.