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II. Clinical AI & Health Platformssupportingcontributorclient anonymised

Unified Health App (predecessor)

US healthtech platform's unified health platform (web + mobile + api + worker) — direct predecessor to MISS (#36). Active Dec 2025 – Feb 2026, then absorbed/replaced by MISS. User was a contributor (~107 of 879 commits); lead was founder Anton Kim.

Status
archived
Period
2025-12-18 → 2026-02-13
AI sessions
103
Stack
Languages
TypeScript
Frameworks · Infra
Next.js 16Elysia.jsExpo/React NativeDrizzleBetter AuthTurborepo
§01

Overview

  • What it is: US healthtech platform's healthcare fullstack monorepo: patient mobile app (Expo/React Native + HealthKit), web, Elysia API, background worker; packages for AI, billing, integrations, scrapers, triggers. Contains traces of US grants (ARPA-H ADVOCATE, UIC sub-award) and links to regain-brain (Hermes/Popper/Deutsch). This is the iteration that evolved in February 2026 into MISS (single-repo Work OS).
  • Type / status / role: web-app (monorepo + mobile) / archived (replaced by MISS) / contributor (~107/879 ≈ 12%; lead — Anton Kim 553+, then Harsh 146, aniashev 162, Davron 107).
  • Active period: 2025-12-18 → 2026-02-13 (~2 months intensive, then transitioned into MISS starting 2026-02-09).
§02

Stack

  • Apps: web (Next.js 16, React 19, next-intl ru/en/uz, Tailwind 4), api (Elysia.js + Better Auth + Swagger), mobile (Expo / React Native, Expo Router, i18next, NativeWind, HealthKit), worker (background tasks).
  • Packages (rich): ai, auth, billing, cache, db (Drizzle/Postgres), email, entities, integrations, queue, scrapers, triggers, ui, cli.
  • Infra: Docker + docker-compose (dev/prod), e2e (Dockerfile.e2e), infra/infrastructure, GitHub Actions, Turborepo, Bun. Eden Treaty (type-safe API).
  • AI/integrations: @regain/hermes (AI agent, v2.0.0), packages ai/scrapers/triggers.
§03

What was shipped

  • Mobile authentication: ae6b8c0 SAL-1051 Replace OTP signup with Google & Apple social login, ce38928 migrate Google Sign-In to native SDK, HealthKit patch.
  • ARPA-H ADVOCATE (US health-research grant): unified implementation plans (phases 1-6), ARPA-ISO traceability matrix, budget integrity checker for UIC sub-award.
  • regain-brain integrations: docs/specs for Hermes (control channel v2), Popper (control plane v2, push delivery), Deutsch (TA1 clinical AI specs); upgrade @regain/hermes to v2.
  • **SAL-* tickets** (Linear/Healthcare platform) — team process.
  • Volume: 879 commits over ~2 months (high AI-driven velocity), user — 107.
§04

Technical challenges

(Team platform; user is contributor. By code/manifests.)

  • Cross-platform health app (Expo + HealthKit): native Apple Health integration + social login (Apple/Google native SDK). → mobile development (Expo/RN) + working with on-device medical data.
  • Monorepo with rich set of domain packages (ai/billing/integrations/scrapers/triggers/queue): separation of integrations, billing, AI, and background triggers. → thoughtful platform modularity.
  • AI agents as dependencies (@regain/hermes): embedding agent infrastructure from regain-brain.
  • Grant-compliance tooling (ARPA-H: traceability matrix, budget integrity checker) — atypical task (government grant compliance requirements).
  • The user's specific contribution needs clarification via git log --author (12% — focus unclear from overall log).
§05

AI-assisted development

  • Sessions found: 103 .jsonl — very intensive (2nd place after MISS). .mcp.json, aws-infra skill.
  • What was done with AI: platform development (879 commits / 2 months — heavy AI-assist by whole team), likely user's features in mobile/auth/integrations.
  • AI workflow patterns: AI-native team development with tickets (SAL-*), skills (aws-infra), MCP, high velocity.
§06

Achievements & metrics

  • 879 commits / ~2 months by team; user 107.
  • 4 apps (web/mobile/api/worker) + 13 packages.
  • Mobile with HealthKit + social login; ARPA-H grant tooling; regain-brain AI integrations.
§07

Contributors

git shortlog · all branches

  1. Dave93107
  2. Anton Kim554
  3. aniashev162
  4. Harsh Manwani146
  5. KatyaMun11
  6. Kim Anton2
  7. r4to1
7 contributors983 commits total
Currently

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