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Criterion
ChatOps workspace showing the question, observations, and next decision.
DevOps
ChatOps
Design sheets and interface cards connect to jointly written pseudocode with highlighted unresolved questions.
Architecture
ARID (Active Reviews for Intermediate Designs)
Paper illustration showing three sorted card stacks and an open question about a possible group.
UX Research
Card Sorting
A 5 Whys working surface connects an observable problem with evidenced causes, marked uncertainty and concrete countermeasures with ownership.
Operations
5 Whys
Purposedifferent
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.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.When content only makes sense internally and users can't find the structure again, card sorting exposes their mental order. Terms, groups, and naming are then aligned with the target group's expectations.For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description.
Complexitydifferent
MediumMediumLowLow
Timedifferent
Ongoing2–4 h review as a planning range; preparation and evaluation additional20-45 min15-30 min
Participantsdifferent
2-20Designers, developers as users, and facilitationBased on research question2-6
Formatdifferent
Workshop + asyncWorkshop + asyncWorkshop + asyncWorkshop
Outputdifferent
Chat Transcript, Action Log, AutomationsPrioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisionsContent groups, Label set, IA hypothesesRoot cause notes, Countermeasures
Tagsno overlap
CollaborationEngineeringIncident
ArchitectureEngineeringFeedbackValidationTasks
Information architectureNavigationStructure
Root causeIncidentLeanProblem solving
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