What's New
A running log of major features and improvements. Built in public, one phase at a time.
Post-Chat Action Extraction
AI automatically extracts actionable items from completed chat sessions and adds them to your action plan. No more losing track of what the AI recommended.
Proactive Health Alerts
5 deterministic alert rules that watch for biomarker retest windows, seasonal vitamin adjustments, treatment monitoring gaps, borderline values, and condition-specific monitoring. Zero AI — pure rules engine.
Next Labs Engine
Deterministic 7-source scoring engine recommends which labs to get next based on your protocol changes, evidence windows, and biomarker history. Dashboard card + mobile API.
Document Extraction Speed Optimization
Tiered model routing for document extraction. Structured sections (labs, meds) use fast Haiku models. Unstructured clinical notes use Sonnet. 66-page Apple Health PDFs now process in ~30-35 seconds, down from ~70-90 seconds.
Treatment-Condition Linking
Treatments can now be linked to the condition they address. "This TRT protocol is for hypogonadism" — visible in the graph, context inventory, and AI chat.
Biomarker Intelligence Pipeline
6-level waterfall range resolution stamped at import time. Auto-categorization, condition detection from diagnostic thresholds, longevity vs conventional range context.
Lean Context Architecture
Reduced chatbot system prompts from ~12-18K tokens to ~4-7K by moving wearable, functional, and genetic data into 7 on-demand context tools. Faster responses, lower cost, better accuracy.
Progressive Onboarding
New 2-minute fast path: demographics + top 6 medications + data connections, then straight to dashboard. Full setup available at any time from settings. Profile completion card tracks your progress across 10 sections.
HRV Biofeedback Trainer
5 evidence-based breathing protocols with visual circle animation, haptic feedback on iOS, and pre-session HRV measurement from Apple Health. Sessions logged and correlated with wearable HRV data.
Conversation Memory System
The AI chatbot now remembers decisions, rejections, concerns, and preferences across sessions. Entity-tagged extraction via Haiku. Cross-session context injection so you don't repeat yourself.
Cognitive Assessment Battery
6 scientifically-validated cognitive tests: reaction time, digit span, Trail Making A and B, and more. Age-adjusted percentile rankings. Composite cognitive score that feeds into biological age as the 9th system.
Light Theme Migration
Complete visual overhaul: Warm Sand background, Deep Teal accent, across ~90 files. Designed for readability and reduced eye strain during long data review sessions.
180+ development phases since launch. This changelog covers major features only.