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Selected:ARID (Active Reviews for Intermediate Designs)ChatOps Spotify Model Mapping Expectation Mapping

Criterion	Architecture ARID (Active Reviews for Intermediate Designs)	DevOps ChatOps	Team Design Spotify Model Mapping	Facilitation Expectation Mapping
Purposedifferent	ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification.	For operational work in a distributed team, the method links communication with direct system control. It records decisions right where the signal, the context, and the execution come together.	When a team landscape has grown without clear grouping, it maps roles and relationships onto the Spotify model. It clarifies responsibility, interaction, and load between teams. The result is captured as a Spotify model map and action list.	When roles, interfaces, or projects fail because of differing expectations, Expectation Mapping surfaces these differences. It shows what each side takes for granted and where the pictures diverge.
Complexitydifferent	Medium	Medium	Medium	Low
Timedifferent	2–4 h review as a planning range; preparation and evaluation additional	Ongoing	90-180 min	45-90 min
Participantsdifferent	Designers, developers as users, and facilitation	2-20	5-15	3-12
Formatdifferent	Workshop + async	Workshop + async	Workshop	Workshop
Outputdifferent	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Chat Transcript, Action Log, Automations	Spotify Model Map, Action List	Expectation Map, Alignment Notes, Agreements
Tagsno overlap	ArchitectureEngineeringFeedbackValidationTasks	CollaborationEngineeringIncident	TeamOrganizationAlignmentDiagnosis	AlignmentStakeholdersTeam

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