planning

Pre-implementation planning for non-trivial code changes involves outlining scope, key design decisions, and open ambiguities before starting development to ensure alignment with team objectives and minimize errors. It creates a comprehensive roadmap for the upcoming feature.

Test-first task framing is a planning technique that ensures development tasks are verifiable and promote a quality-first approach. It structures implementation requirements so that validation criteria are defined before any code is written.

You need to outline design decisions before code implementation whenever preparing non-trivial changes. Defining these decisions early resolves open ambiguities, establishes clear scope, and ensures the resulting code aligns with development objectives.

Flagging design decisions for developer collaboration involves identifying which aspects of the pre-implementation plan require team consultation versus autonomous resolution. This ensures alignment on scope and minimizes implementation errors before coding begins.

Yes, the planning process works independently without external dependencies to define scope and task framing. It autonomously resolves straightforward implementation details while explicitly flagging complex design decisions requiring developer consultation.