Sprint 3: Complexity

"Build narrow. Test fast. Expand." — Solving for a real situation in a domain you have to learn

Weeks 9-12 Scaffolding: Medium Stakeholder: External entity
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AI-Native Solution Engineering Notes →
Prof. Sathya is solving the same Sprint 3 problem alongside you — same UMPIRE process, same AI tools, published as he goes. Including the dead ends.

The Ministry of Health of Bhutan has a 28-page clinical guideline for managing multidrug-resistant organisms — bacteria that resist most antibiotics. Globally, antibiotic resistance kills 1.27 million people per year. The guideline exists. The problem: no one working in a busy ER, an isolation ward, or a cleaning role can pause to read and interpret it in the moment they need it.

Piranavan Selvanandan, a technical consultant approached by contacts in Bhutan to make this guideline actionable, is bringing this challenge directly to you. He'll work with you in Weeks 10 and 11.

Your job is not to solve the whole problem. Find one specific human moment where the guideline fails the person who needs it. Design a human process that addresses that moment. Build something that supports that process. Iterate.

📄 Open MDRO Guideline Document →