Engineering Roadmap
Release Milestones & Deployment Pipeline
Strict production verification gates. We ship code to gym floor turnstiles and app stores only when telemetry passes clinical and safety standards.
Phase 1
Shipped
Core Tracking & Turnstiles
Offline-first workout logging, progressive overload calculations, TOTP QR turnstile entry, and class booking.
- ✓ Offline Turso SQLite & Cloud Sync
- ✓ Dynamic Cryptographic QR Passcode
- ✓ Mifflin-St Jeor TDEE Engine
Phase 2
Public Beta
AI Biomechanics & Coach Chat
Local device pose estimation camera tracking and direct coach messaging channels for video form analysis.
- ● Squat & Deadlift Depth Verification
- ● Encrypted Trainer 1-on-1 Messages
- ⚡ Bench press bar path angle tuning
Phase 3
Q2-Q3 2026
Wearables & Spatial IoT
Apple Watch BLE cardio sync, optical turnstile crowd telemetry, 3D NeRF avatar mesh, and AI grocery generation.
- ⏳ Apple HealthKit & Whoop API Review
- ⏳ Optical turnstile sensor deployment
- ⏳ WebGPU 3D body composition mesh