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Tapeline

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A live quantitative market scanner for retail traders.

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What can you do with Tapeline?

Tapeline

A live quantitative market scanner for retail traders.

Tapeline surfaces high-conviction technical and fundamental signals across US stocks and ETFs. It scores ~2,500 tickers every minute during market hours, detects Bollinger Band squeezes and volume expansions, surfaces recent insider buys (SEC Form 4), and classifies the overall market regime. (A Congressional-trades surface is built and Premium-gated, but no disclosure feed is wired yet.)

Built on the same engine that powers a production personal trading bot.


Status

Live. tapeline.io is served by the Fly.io app tapeline-web; the API runs at api.tapeline.io (Fly app tapeline-backend). Real market data comes from Massive, with Finnhub for fundamentals, calendars and SEC Form 4 insider transactions, and FRED for macro. Three live tiers, Stripe billing, and a public scorecard. This repo stays separate from the personal C:\signal-system\ engine β€” no shared files.

Architecture (see docs/ARCHITECTURE.md)

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”      β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”      β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Massive SIP feed    │─────▢│  Scoring worker  │─────▢│  Postgres       β”‚
β”‚  (Polygon, rebranded β”‚      β”‚  (adapted from   β”‚      β”‚  (scores,       β”‚
β”‚   2025-10-30)        β”‚      β”‚   signal-system) β”‚      β”‚   snapshots)    β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜      β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜      β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                                                 β”‚
                                                                 β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”      β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”      β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Next.js dashboard   │◀─SSE─│  FastAPI         │◀─────│  Read API       β”‚
β”‚  (scanner, squeeze,  β”‚      β”‚  (auth, billing, β”‚      β”‚                 β”‚
β”‚   regime, congress)  β”‚      β”‚   live stream)   β”‚      β”‚                 β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜      β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜      β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
          β”‚                            β”‚
          β–Ό                            β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”      β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Cookie-JWT auth     β”‚      β”‚  Stripe (billing)β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜      β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Stack

  • Backend: Python 3.12 + FastAPI + SQLAlchemy + Alembic
  • Database: Postgres (Supabase or Neon)
  • Frontend: Next.js 16 + TypeScript + Tailwind + shadcn/ui
  • Auth: native cookie-JWT sessions (services/session.py), with emailed sign-in codes as a new-device second factor; Clerk and Google/Microsoft OAuth are env-gated add-ons
  • Billing: Stripe
  • Data feed: Massive Stocks Starter ($29/mo) β€” formerly Polygon.io, rebranded 2025-10-30. Licence scope is under review; see docs/LICENSE_AUDIT.md
  • Macro / fundamentals / smart money: FRED Β· Finnhub (fundamentals, SEC Form 4 insider transactions, earnings + IPO calendars)
  • Deployment: Fly.io β€” tapeline-backend (API + scoring worker) and tapeline-web (Next.js frontend, serves tapeline.io). Vercel builds PR previews only
  • Email: Resend

Product tabs (v1)

  1. πŸ“‘ Scanner β€” ~2,500 tickers, composite score, filters, sort
  2. πŸ”₯ Squeeze Watch β€” BB squeeze days, volume expansion, OBV trend, suggested window
  3. 🌊 Market Regime β€” current regime, VIX, DXY, 10Y, rate direction, sector leaders
  4. πŸ›οΈ Congress Trades β€” recent politician buys/sells aggregated by ticker. Surface and Premium gate are built, but no disclosure feed is wired: the table does not accrue rows in production (see docs/DATA_SOURCES.md).

Pricing

  • Free $0 β€” top-10 scanner rows, live (no delay), 12 ticker look-ups per UTC day, watchlist of 5, 2 browser-push alert rules. (Open-access promo, ends 2026-09-08: scanner rows only are lifted 10 β†’ 1,000 for signed-in Free accounts β€” tier.py:PROMO_OPEN_ACCESS_UNTIL. Look-ups, watchlist and push caps are unchanged, no Pro feature unlocks, and anonymous visitors still see the top 10.)
  • Pro $9.99/mo or $8.25/mo billed annually ($99/yr) β€” full universe live, squeeze + regime + heatmap, watchlist 50, email alerts (10/day), CSV export, browser push.
  • Premium $19.99/mo or $16.58/mo billed annually ($199/yr) β€” everything in Pro plus Congressional trades, Recent insider buys (SEC Form 4), unlimited email alerts, watchlist 200, saved scans 100, public API (1,000 req/day).

Accounts created from 2026-08-22 add a card at first sign-in, which starts a 14-day Premium trial: $0 that day, first charge on day 14, one click to cancel. Accounts created before that date are grandfathered and are never asked for a card. The public record β€” scorecard, daily picks, per-ticker pages, the CSV/JSON exports and the public API β€” needs no account and no card.

Repo layout

backend/          FastAPI + scoring worker
frontend/        Next.js dashboard (initialize with `npx create-next-app@latest`)
infra/           Docker, deployment config
docs/            Architecture, legal checklist, data sources, pricing
scripts/         One-off ops scripts

Getting started

See docs/ARCHITECTURE.md for the full technical plan and docs/LEGAL_CHECKLIST.md for pre-launch must-dos.

What this is NOT

Tapeline is a quantitative scanning and research tool. It does not:

  • Provide individualized investment advice
  • Execute trades
  • Make price predictions
  • Manage customer funds

All output is factual data synthesis. Users make their own decisions. See docs/LEGAL_CHECKLIST.md.