# DAP Notes

- **Event:** [WeaveHacks 3: Self-Improving Agents Hackathon with Weights & Biases](https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80)
- **When:** Jan 31 at 9:00 AM – Feb 1 at 5:00 PM (PST)
- **Where:** 400 California St, San Francisco, CA
- **Team:** [Cesar Toscano](https://cerebralvalley.ai/u/ctoscano)
- **GitHub:** https://github.com/ctoscano/cw-hackathon-3
- **Demo video:** https://youtu.be/5fVGzTtnpJY
- **Gallery:** https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery/61

An AI-powered mental health documentation and exploration platform for therapists and potential therapy clients.

  For Therapists (/dap):
  • Verbally describe therapy sessions and automatically generate structured DAP (Data, Assessment, Plan) notes
  • Insurance-ready documentation with proper clinical formatting
  • CLI and web interface for flexible workflows
  • Built-in self-evaluation for iterative improvement

  For Clients (/intake):
  • "Is Therapy Right for Me?" - An interactive guided intake experience
  • Explores whether therapy might be helpful through thoughtful questions
  • AI-generated reflections normalize ambivalence and model collaborative interaction
  • Personalized outputs include therapy recommendations, first session guides, and practical experiments

  Features:
  • Full observability with Weights & Biases Weave integration for LLM tracing
  • Built with Next.js 15, React 19, TypeScript, and AI SDK v6 in a Turbo monorepo

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Markdown version of https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery/61. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt