Vibe Coding Night #Denver: Information Primitives

​Your agent has a million tokens of context and no idea what it knows.

​It retrieves documents but can't tell which to trust. It merges sources without noticing they disagree. It remembers everything—including the parts that aren't true anymore.

​These aren't engineering problems. They're epistemology problems. People solved the math centuries ago. It's beautiful, and it describes exactly what your RAG pipeline is doing badly.

​Bring your laptop (or a coding agent on your phone). There will be a repo walking through four primitives—assembly, belief, ontology, memory—each grounded in the original thinkers who formalized them. Plug it into your coding agent, and ask about exercises you can do on a napkin:

​→ map a belief graph and find where it breaks
→ merge two schemas without losing what matters
→ extract knowledge from a live conversation and find what was assumed vs. what was said

​github.com/VibeCodingNights/information-primitives

Clone the repo. Bring a system that manages knowledge badly. Or just show up.

​No lectures. Just the structures underneath.
vibecodingnights.com