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CAN I VIBECODE

Seats.aero?

NOT REALLYA prototype of the interface is possible, but the durable product depends on difficult systems beyond the UI. Build a safer adjacent workflow instead.

BUILD FIRST

  1. A non-sensitive or read-only version of the core experience
  2. A manual review step wherever correctness or trust matters
  3. A narrow companion tool that removes a real piece of work

LEAVE FOR LATER

  1. Regulated decisions, payments, or irreversible actions
  2. Claims of correctness, compliance, or uptime that the MVP cannot support
  3. Sensitive integrations until security, support, and auditability are ready

RESEARCH NOTES

What this tool actually does.

Checked 2026-09-06

Seats.aero is a web-based award travel search engine that finds flights bookable with frequent-flyer miles across major airline alliances and programs. It continuously refreshes award availability in the background so results appear instantly. Two core tools: Explore shows all available award flights from a chosen mileage program across regions/cabins, sortable by date and cabin, with airport-code click filters and deeplinks to book on the airline; Search shows all programs at once for a specific route/date, supports multiple origin/destination airports and multi-city codes (e.g., TYO, USA), and filters by airline, cabin, number of seats, and direct flights. Free tier covers departures within ~2 months; Pro ($9.99/month) unlocks up to a year of availability, live searches on any route, advanced filters, unlimited alerts, SMS alerts, and a JSON API. Alerts feature lets users create unlimi

RESEARCHED BUILD PROMPT

Give this to your coding agent.

Build a focused replacement for Seats.aero, an award-travel availability search engine. Core workflow: (1) Explore view — pick a mileage program and origin/destination regions, see all award flights across cabins, sort by date/cabin, click an airport code to filter, and get a deeplink to book on the airline. (2) Search view — pick a route and date, see availability across all programs at once, with multi-airport origins/destinations and multi-city codes (e.g., TYO, USA), plus filters for airline, cabin, seat count, and direct flights. (3) Alerts — create unlimited availability alerts for a route/date/cabin and get notified when seats appear. (4) A JSON API for programmatic availability queries. User-facing requirements: instant results from pre-cached availability, free tier limited to ~2 months out, paid tier unlocking ~1 year, live searches, advanced filters, and alerts. Technical approach: a backend that periodically polls airline/program award-availability sources into a searchable cache, a REST/JSON API over that cache, and a responsive web frontend with Explore/Search/Alerts views; use a relational store for routes/availability and a job scheduler for background refreshes. Do NOT copy the Seats.aero brand, logo, proprietary assets, or UI layout; build an original interface and name. Deliberately out of scope: actual booking/payment, real airline API integrations (use mock/simulated availability data), seat maps, fare-class internals, and multi-user billing. Include a README with setup steps, how the mock availability data is generated, and important limitations (simulated data, no real award inventory, no live airline connections).
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