Ankur Mishra

Talk to the dead poc

Next.js + Firebase + local Ollama LLM. Persona chat with streaming responses, per-user auth scoping, server-side prompt assembly, and a guided onboarding form. The interesting parts aren't the LLM call — they're the prompt-injection discipline, the per-user memory boundary, and the "this is a simulation, not a real person" framing that lets the product ship responsibly.

View details