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Dev.to
Dev.to
7/11/2026
The original title is "MLH x DigitalOcean Hackathon: Jury Duty, Explained"

The original title is "MLH x DigitalOcean Hackathon: Jury Duty, Explained"

Original: MLH x DigitalOcean Hackathon: Jury Duty, Explained

Short summary

A hackathon build report for Justicia Clew, a mobile-first web app that answers jury duty questions using county court websites as a knowledge base with DigitalOcean Gradient AI agents. The author shares practical deployment lessons including cost management, the importance of tearing down resources, and a Python version pinning issue. Notably, Claude autonomously wrote and pushed a fix directly to the repo, demonstrating AI-assisted deployment workflows.

  • Built Justicia Clew: a jury duty Q&A app grounded in real county court websites using DigitalOcean Gradient AI agents
  • Practical lessons on deployment cost management, resource teardown, and Python version pinning on DigitalOcean
  • Claude autonomously wrote and pushed a fix to the repo, showcasing AI-assisted development workflows

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