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Span is addressing the problem of context being buried under layers of meetings, tools, people, and process as teams expand, leading to stalled progress in areas like prioritization, allocation, collaboration, and management. They are building a tool to provide coherent software engineering context for humans and agents to enable ownership, autonomy, and superhuman impact.