# title: Digital Twin Project Mirror

- **purpose:** Crawler-readable summary of featured AI implementation proof.
- **role relevance:** Supports Forward Deployed Engineer and AI-assisted workflow governance.
- **key evidence links:** [/projects/digital-twin](/projects/digital-twin), [/tracks/forward-deployed](/tracks/forward-deployed), [/projects/project-aegis](/projects/project-aegis).
- **canonical app route:** /projects/digital-twin
- **last updated:** 2026-09-21

Digital Twin is implementation proof for a scoped Gemini-backed portfolio assistant with prompt-injection filtering, approved navigation commands, request and history limits, explicit runtime failures, and human handoff. It is constrained to Kyle's supplied portfolio context rather than presented as a general-purpose agent.