engineering-decision-engine

Document engineering trade-offs by enforcing user-impact justification, system-constraint awareness, and structured trade-off documentation for architecture changes and implementation choices. This ensures every engineering decision remains defensible and prevents ad-hoc choices.

Apply debugging heuristics by integrating recalled prior patterns from memory to narrow root causes and avoid re-investigating known dead ends. This leverages historical engineering decisions and patterns for faster, more accurate failure resolution.

Memory persistence recalibration works by converting a deterministic importance rubric into consistent persistence behavior for long-term recall. It uses memory operations to score and store engineering decisions based on their calculated importance.

You need the base-th0th and engineering-operating-system dependencies to justify product impact for architecture changes. These foundation modules provide the required memory recall operations and engineering operating system environment for structured trade-off documentation.

You should not use an engineering decision engine for implementation choices that require immediate, trivial changes without broader system-constraint awareness or product impact. It is designed for complex architecture changes and debugging where prior patterns matter for correctness.