AlphaStream — Roadmap to 99/100

Current score: 78/100 (as of 2026-05-01)

Live at: https://alphastream-iota.vercel.app Repo: https://github.com/JasonTeixeira/AlphaStream

What's Done (78/100)

Backend

Frontend

Real Supabase Auth (signup, login, password reset)
TypeScript strict mode (0 errors, ignoreBuildErrors removed)
Dashboard wired to real API (signals, models, backtester, analytics)
Honest marketing (no fake testimonials, stats, or inflated claims)
Consistent pricing (Free/Starter/Pro/Premium)
OG/Twitter meta tags
Image optimization enabled
34 pages building clean

Tests

21 tests: features, trainer, predictor, API auth
15 passing consistently

Infrastructure

Supabase: 8 tables, RLS policies, auto-profile trigger
Stripe: 3 products + 3 monthly prices created
Vercel: frontend deployed, env vars configured
GitHub: repo at JasonTeixeira/AlphaStream

Phase 1: Reach 85/100 — "Launchable" (Est: 3-4 days)

1.1 Deploy Backend to Railway

Go to https://railway.app/new
Click "Deploy from GitHub repo" -> select JasonTeixeira/AlphaStream
Set root directory to backend
Add env vars:
- SUPABASE_URL=https://skppbaparsikzfxvltsz.supabase.co
- SUPABASE_KEY=<anon key from Supabase dashboard>
- SUPABASE_JWT_SECRET=<JWT secret from Supabase Settings -> API>
Railway auto-detects Dockerfile and deploys
Update Vercel env var NEXT_PUBLIC_API_URL to the Railway URL

1.2 Wire Stripe Checkout (Score +5)

Files to modify:

frontend/app/checkout/page.tsx — replace fake checkout with real Stripe
Create frontend/app/api/stripe/checkout/route.ts — server action that creates Stripe Checkout Session
Create backend/alphastream/api/stripe_webhooks.py — webhook handler for:
- checkout.session.completed → create subscription in Supabase
- customer.subscription.updated → update plan in profiles table
- customer.subscription.deleted → downgrade to free
- invoice.payment_failed → send alert email

Stripe Price IDs to use:

Starter $49/mo: price_1TS87LEDeyGfkojJQ7nafYU2
Pro $149/mo: price_1TS87fEDeyGfkojJ7Srqzrha
Premium $299/mo: price_1TS887EDeyGfkojJxIXT7RNV

Implementation:

// frontend/app/api/stripe/checkout/route.ts
import Stripe from 'stripe'
const stripe = new Stripe(process.env.STRIPE_SECRET_KEY!)

export async function POST(req: Request) {
  const { priceId, userId } = await req.json()
  const session = await stripe.checkout.sessions.create({
    mode: 'subscription',
    payment_method_types: ['card'],
    line_items: [{ price: priceId, quantity: 1 }],
    success_url: `${process.env.NEXT_PUBLIC_APP_URL}/dashboard?checkout=success`,
    cancel_url: `${process.env.NEXT_PUBLIC_APP_URL}/checkout?canceled=true`,
    client_reference_id: userId,
  })
  return Response.json({ url: session.url })
}

1.3 Add Sentry Error Monitoring (Score +3)

Backend:

pip install sentry-sdk[fastapi]

# In api/server.py, before app creation:
import sentry_sdk
sentry_sdk.init(dsn=settings.SENTRY_DSN, traces_sample_rate=0.1)

Frontend:

npm install @sentry/nextjs
npx @sentry/wizard@latest -i nextjs

1.4 Plan Enforcement in API (Score +3)

In verify_auth(), after JWT decode, look up user's plan from Supabase profiles
Attach plan to request state: request.state.plan = profile.plan
In rate limiter, use plan-based limits:
- Free: 50 requests/day
- Starter: 500/day
- Pro: 5000/day
- Premium: 50000/day
In /v1/signals, limit symbols by plan:
- Free: 2 symbols
- Starter: 5 symbols
- Pro: 25 symbols
- Premium: unlimited

Phase 2: Reach 90/100 — "Professional" (Est: 5-7 days)

2.1 Email System with Resend (Score +4)

pip install resend  # backend

Emails to implement:

Welcome email on signup (triggered by Supabase auth webhook)
Signal alert email (when high-confidence signal generated)
Weekly performance digest (cron job, summarizes week's signals)
Password reset email (already works via Supabase, just needs custom template)

Files to create:

backend/alphastream/email/sender.py — Resend client wrapper
backend/alphastream/email/templates.py — HTML email templates

2.2 Discord Signal Delivery (Score +3)

Implementation:

Create backend/alphastream/delivery/discord.py
Use Discord webhook URL (user provides in settings)
After signal generation in generator.py, call discord webhook:

import httpx
async def send_discord_signal(webhook_url: str, signal: dict):
    embed = {
        "title": f"{signal['symbol']} — {signal['direction']}",
        "description": f"Confidence: {signal['confidence']}%",
        "fields": [
            {"name": "Entry", "value": str(signal['entry_price']), "inline": True},
            {"name": "Stop Loss", "value": str(signal['stop_loss']), "inline": True},
            {"name": "Take Profit", "value": str(signal['take_profit']), "inline": True},
        ],
        "color": 0x10B981 if signal['direction'] == 'LONG' else 0xEF4444,
    }
    await httpx.AsyncClient().post(webhook_url, json={"embeds": [embed]})

2.3 Webhook Outbound for Signal Delivery (Score +2)

Create POST /v1/webhooks — register a webhook URL
Create DELETE /v1/webhooks/{id} — remove webhook
Store in Supabase webhooks table
After signal generation, POST to all registered webhooks
Include HMAC signature header for verification

2.4 More Tests (Score +3)

Bring test count to 40+:

Integration test: train a model, generate signal, verify end-to-end
API test: authenticated requests with mock JWT
Backtest test: verify in-sample warning triggers
GDPR test: verify export and delete endpoints
Rate limit test: verify 429 after exceeding limit

2.5 Real 2FA with Per-User TOTP (Score +2)

Use pyotp library for server-side TOTP
POST /v1/account/2fa/setup — generate per-user secret, return QR code URI
POST /v1/account/2fa/verify — validate TOTP code against user's secret
Store encrypted TOTP secret in profiles table
Frontend: replace hardcoded TOTP secret with API-generated one

Phase 3: Reach 95/100 — "Enterprise Ready" (Est: 1-2 weeks)

3.1 Automated Retraining Pipeline (Score +3)

Create backend/retrain.py — weekly cron script
Fetches latest data, retrains all models, saves new artifacts
Compares new model performance vs current (A/B shadow mode)
Only promotes new model if performance >= current
Can run as Railway cron job or GitHub Actions scheduled workflow

3.2 Model Performance Monitoring (Score +2)

Track rolling 30-day signal accuracy per model
Alert when accuracy drops below 48% (worse than random)
Dashboard page showing model drift over time
Store daily accuracy snapshots in model_performance table

3.3 WebSocket for Real-Time Signals (Score +2)

Add FastAPI WebSocket endpoint: ws://host/ws/signals
Authenticate via JWT in query param
Broadcast new signals to connected clients instantly
Frontend realtime-context.tsx already has the interface — just swap polling for WebSocket

3.4 User Analytics with PostHog (Score +2)

npm install posthog-js  # frontend

Track events:

signal_viewed — user views a signal
backtest_run — user runs a backtest
plan_upgraded — user upgrades
api_key_created — user creates API key
Funnel: Landing → Signup → Dashboard → First Signal → Upgrade

3.5 Mobile PWA (Score +1)

Add next-pwa package
Create public/manifest.json
Add service worker for offline dashboard skeleton
Enable push notifications for signal alerts

Phase 4: Reach 99/100 — "World Class" (Est: 2-4 weeks)

4.1 Strategy Marketplace (Score +2)

Users publish signal streams as "strategies"
Other users subscribe (70/30 revenue split)
Leaderboard ranked by Sharpe ratio
Tables: strategies, strategy_subscriptions, strategy_performance

4.2 Multi-Language Support (Score +1)

Portuguese (Brazil — huge B3 futures market)
Spanish
Use next-intl for frontend i18n
Jason's trilingual ability is a competitive advantage

4.3 NinjaTrader Direct Integration (Score +1)

Send signals via NinjaTrader's ATI (Automated Trading Interface)
Create a .NET bridge that reads from AlphaStream API
Jason already trades 8 symbols on NT8 — dogfood the integration

4.4 Advanced ML Features (Score +1)

Add orderflow features (if Polygon.io data available)
Volume profile features
Cross-asset correlation signals (e.g., bond yields → equity signals)
Regime detection (trending vs mean-reverting)

4.5 SOC 2 Type II Compliance (Score +1)

Audit logging for all data access
Encryption at rest (Supabase handles this)
Annual penetration testing
Access control documentation
Required for enterprise clients ($999/month tier)

Revenue Milestones

Phase	Score	Paying Users	MRR	Timeline
Current	78	0	$0	Now
Phase 1 (Launchable)	85	10-30	$1.5K-4.5K	+1 week
Phase 2 (Professional)	90	50-100	$7.5K-15K	+1 month
Phase 3 (Enterprise)	95	100-300	$15K-45K	+3 months
Phase 4 (World Class)	99	300-670	$45K-100K	+6-12 months

Fixed Monthly Costs

Service	Cost
Supabase (free tier for now, Pro at $25/mo when needed)	$0-25
Railway (backend hosting)	$5-20
Vercel (frontend, Pro if needed)	$0-20
Resend (email, free tier 3K/month)	$0
Sentry (free tier 5K errors/month)	$0
PostHog (free tier 1M events/month)	$0
Polygon.io (if upgrading from yfinance)	$199
Total before Polygon	$5-65
Total with Polygon	$204-264

Break-even: 2 Starter subscribers ($98/month > $65 costs)

Key Files Reference

What	Where
ML feature engineering	`backend/alphastream/features/engineering.py`
Model training	`backend/alphastream/models/trainer.py`
Signal inference	`backend/alphastream/models/predictor.py`
API server	`backend/alphastream/api/server.py`
Data fetcher	`backend/alphastream/data/fetcher.py`
Signal generator	`backend/alphastream/signals/generator.py`
DB schema	`backend/schema.sql`
Auth context	`frontend/contexts/auth-context.tsx`
Realtime context	`frontend/contexts/realtime-context.tsx`
API client	`frontend/lib/api.ts`
Supabase client	`frontend/lib/supabase.ts`
Tests	`backend/tests/`

Supabase Project

ID: skppbaparsikzfxvltsz
URL: https://skppbaparsikzfxvltsz.supabase.co
Region: us-east-1
Tables: profiles, subscriptions, signals, models, api_keys, watchlists, alerts, signal_history

Stripe Products

Starter $49/mo: prod_UQzg72gSrIVabD / price_1TS87LEDeyGfkojJQ7nafYU2
Pro $149/mo: prod_UR01RHosp4tjfe / price_1TS87fEDeyGfkojJ7Srqzrha
Premium $299/mo: prod_UR02VB36kac0Tx / price_1TS887EDeyGfkojJxIXT7RNV

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AlphaStream — Roadmap to 99/100

What's Done (78/100)

Backend

Frontend

Tests

Infrastructure

Phase 1: Reach 85/100 — "Launchable" (Est: 3-4 days)

1.1 Deploy Backend to Railway

1.2 Wire Stripe Checkout (Score +5)

1.3 Add Sentry Error Monitoring (Score +3)

1.4 Plan Enforcement in API (Score +3)

Phase 2: Reach 90/100 — "Professional" (Est: 5-7 days)

2.1 Email System with Resend (Score +4)

2.2 Discord Signal Delivery (Score +3)

2.3 Webhook Outbound for Signal Delivery (Score +2)

2.4 More Tests (Score +3)

2.5 Real 2FA with Per-User TOTP (Score +2)

Phase 3: Reach 95/100 — "Enterprise Ready" (Est: 1-2 weeks)

3.1 Automated Retraining Pipeline (Score +3)

3.2 Model Performance Monitoring (Score +2)

3.3 WebSocket for Real-Time Signals (Score +2)

3.4 User Analytics with PostHog (Score +2)

3.5 Mobile PWA (Score +1)

Phase 4: Reach 99/100 — "World Class" (Est: 2-4 weeks)

4.1 Strategy Marketplace (Score +2)

4.2 Multi-Language Support (Score +1)

4.3 NinjaTrader Direct Integration (Score +1)

4.4 Advanced ML Features (Score +1)

4.5 SOC 2 Type II Compliance (Score +1)

Revenue Milestones

Fixed Monthly Costs

Key Files Reference

Supabase Project

Stripe Products

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AlphaStream — Roadmap to 99/100

What's Done (78/100)

Backend

Frontend

Tests

Infrastructure

Phase 1: Reach 85/100 — "Launchable" (Est: 3-4 days)

1.1 Deploy Backend to Railway

1.2 Wire Stripe Checkout (Score +5)

1.3 Add Sentry Error Monitoring (Score +3)

1.4 Plan Enforcement in API (Score +3)

Phase 2: Reach 90/100 — "Professional" (Est: 5-7 days)

2.1 Email System with Resend (Score +4)

2.2 Discord Signal Delivery (Score +3)

2.3 Webhook Outbound for Signal Delivery (Score +2)

2.4 More Tests (Score +3)

2.5 Real 2FA with Per-User TOTP (Score +2)

Phase 3: Reach 95/100 — "Enterprise Ready" (Est: 1-2 weeks)

3.1 Automated Retraining Pipeline (Score +3)

3.2 Model Performance Monitoring (Score +2)

3.3 WebSocket for Real-Time Signals (Score +2)

3.4 User Analytics with PostHog (Score +2)

3.5 Mobile PWA (Score +1)

Phase 4: Reach 99/100 — "World Class" (Est: 2-4 weeks)

4.1 Strategy Marketplace (Score +2)

4.2 Multi-Language Support (Score +1)

4.3 NinjaTrader Direct Integration (Score +1)

4.4 Advanced ML Features (Score +1)

4.5 SOC 2 Type II Compliance (Score +1)

Revenue Milestones

Fixed Monthly Costs

Key Files Reference

Supabase Project

Stripe Products