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AI automation

Taiwan stock analysis and alerts

Every day it pulls market data, computes indicators, writes an AI forecast report and a podcast episode, then pushes it to subscribers over LINE. Nobody presses a button.

What this system does

  • Scheduled fetch, analysis, report and push, end to end
  • AI-written daily reports and a generated audio podcast
  • LINE account binding, subscribers choose what they follow

More work

Cases from the same service come first.

  • Tech Tactician engineering blog

    Content site · AI automation

    Tech Tactician engineering blog

    Over 253 technical articles on AI, .NET Core, back end and DevOps. Articles go through an automated pipeline: research, outline and SEO analysis, writing, and a quality review that sends drafts back for a rewrite when they fail. After saving, the cover image, podcast and video are produced in parallel, and the video is uploaded to YouTube.

    • Over 253 articles with categories, tags, site search and RSS
    • AI writing pipeline: research → outline and SEO analysis → writing → quality review, rewritten automatically if it fails

    Next.js · MDX · Claude · Gemini · Veo · VoAI TTS

    See insideAI automation applicationsVisit site
  • eSIM 226 storefront

    E-commerce

    eSIM 226 storefront

    A travel eSIM store in eight languages with multi-currency pricing and two Taiwanese payment gateways. Paid orders are provisioned with the upstream supplier automatically and the install email goes out on its own.

    • Eight locales and multiple display currencies, so Japanese buyers see yen
    • Automatic provisioning across two suppliers, with failover

    Next.js · PostgreSQL · Keycloak · ECPay/NewebPay · Kubernetes

    See insideE-commerce siteVisit site
  • eSIM back office

    Admin system

    eSIM back office

    The operations side of the same store: products, pricing, orders, refunds, suppliers and payments in one place. It actively surfaces problems like "paid but never fulfilled" instead of waiting to be asked.

    • Orders, revenue, unpaid and unfulfilled counts at a glance
    • AI pricing suggestions and bulk listing changes

    Next.js · PostgreSQL · Keycloak · GA4 Data API

    See insideE-commerce site