Practical ways teams, individuals, and AI agents benefit from context capsules.

Use Cases

Teams

  • Faster reviews with story + signals + evidence in one place
  • Shared context across people and agents
  • Rich audit trail

Individuals

  • Turn logs/errors into structured, actionable tickets
  • AI proposes code, tests, and next actions in-line

AI Agents

  • Fetch capsules instead of scraping
  • AI↔AI handoff without context loss
  • Portable share views for safe cross-platform consumption