Skip to Main Content

Tolani Omitokun

Built with Opus 4.6: a Claude Code hackathon

The Emergent Diagnostic Institution is a six-agent AI system built with Claude Opus 4.6 and Claude Code. Three specialists independently analyze complete medical histories, then engage in multi-round debate. A Metacognitive Observer detects cognitive biases like anchoring and premature closure. A Patient Translator writes plain-language explanations for families. A Constitution Amender rewrites the system's rules after every case. It processes 77,000+ words of medical records (not summaries), agents challenge each other through structured disagreement, and the system evolves after every case, generating 43 amendments across 6 evaluations. The Observer caught 24 cognitive biases. In the showcase case, EDI analyzes a boy misdiagnosed with autism for 12 years across 8 doctors and 3 states, identifying CLN2 Batten Disease with 91% confidence. 100% accuracy across 6 domains. Built in 3 days, solo. Live: https://emergentdiagnostic-ai.up.railway.app (Code: DEMO2026)

Team

tolatokuns

Placement

Participant

More from Built with Opus 4.6: a Claude Code hackathon

Mike

CrossBeam tackles California's ADU permit crisis. 429,000+ permits issued since 2018, 90%+ sent back for corrections — each cycle costing weeks and thousands…

Mike project preview

Jon McBee

Elisa is a block-based visual IDE where kids design software by snapping blocks together and AI agents build it. Users compose specs using seven primitives…

Jon McBee project preview

Michal Nedoszytko

Built by a practicing cardiologist - because patients forget up to 80% of what their doctor says. PostVisit.ai bridges the gap between the doctor's office…

Michal Nedoszytko project preview

Nanas Sound

Conductr is a browser-based MIDI instrument where you play and Claude Opus 4.6 directs the band. Four tracks of drums, bass, melody, and harmony generate in…

Nanas Sound project preview

Zeppelin

Zeppelin is a production-grade, S3-native vector search engine built entirely by Claude Opus 4.6 in long-running agentic sessions. 21,000 lines of Rust, 451…

Zeppelin project preview

Nour Desouki

FenceFlow eliminates paper-based workflows from fencing tournaments using Opus 4.6. Built from hosting 30+ events, it solves a real problem: staff squint at…

Nour Desouki project preview