Effectiveness over philosophy.
Performance over fluff.

On-device Socratic tutor. A kid-focused, privacy-first local LLM that teaches by asking — never sends a thing off the device.

Administration tool for the USAF 20-metre Hybrid Anaerobic Movement Run (HAMR) fitness test. Multi-athlete profiles, per-athlete history, target pacing, the full HAMR scoring table, and the PFRA Composite Score Planner.