freeshard-research-methodology

Standardize root-cause analysis by enforcing evidence-based triage rules that require every observation, including negative results, to be explained by a single mechanism. This prevents unverified assumptions from driving technical changes.

Manage the development task lifecycle by standardizing the progression of ideas from initial hunches to spikes, decisions, and final implementation. This ensures no work is orphaned and maintains a clear paper trail.

Document the retirement of technical debt by ensuring abandoned ideas are never closed silently. Provide a clear paper trail of why a direction was rejected and what specific solution supersedes it.

Evaluate a feature proposal or outage hypothesis by applying rigorous hypothesis testing and solution-neutral design briefs. This verifies if the root-cause analysis meets the project evidence bar before implementation.

The research methodology is designed for the Freeshard project and Shard Core ecosystem to ensure technical changes are evidence-backed. Its principles of hypothesis testing and documented retirement can apply to similar software engineering environments.

Development processes lose good ideas when hunches are not transformed into verified results through a structured framework. Enforcing idea lifecycle management standardizes progression from spikes to decisions, preventing orphaned work.