Tool proliferation creates learning debt.
Each specialized tool optimizes for its purpose but adds cognitive load for users who must master multiple systems. Jira's concepts (epics, stories, sprints) differ from Monday.com's (boards, pulses, subitems).
UI patterns don't transfer. Keyboard shortcuts conflict.
Search works differently. The mental model for one tool doesn't help with another.
New team members face weeks of tool training before they can focus on actual work.
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