Event plans that stay true to their sources.
31 Oct 2026 · Black Friday AI Hackathon
The problem
Community event plans drift from their source material, and nobody can tell which change is supported.
How it works
A facts agent and a review agent start together; a coordinator commits only supported patches.
What you get
A frozen evidence bundle with the plan, the changes and the unresolved questions.
These work at the same time. The last one waits for what they find.
Facts
Publishes findings from the sources.
Review
Checks the affected requirements.
Plan owner
Applies the patches the evidence supports.
SunLight
SunLight
AI builder with experience in public-sector AI, LLM/RAG, computer vision, biometrics, and end-to-end engineering delivery. I turn complex workflows into practical, testable systems. For this hackathon, I want to explore concurrent agents that share evidence, cross-check results, and support human decisions in document review and operations.