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.
What this system does
- 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
- After saving, cover image, podcast audio and video are produced in parallel; the video is uploaded to YouTube
- Each step can switch model or be skipped; multilingual, dark mode, SEO structure handled automatically
Inside the product
Live screens. Fields containing customer data are masked. Tap a screenshot to see it full size.
Home: latest posts, categories and the author panel. 
AI category: one of more than twenty categories on the site. 
.NET Core category: backend and framework posts. 
About: the author and how the site itself is built. 
The AI writing pipeline, from research to YouTube upload. Dashed boxes are optional steps.
More work
Cases from the same service come first.
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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.
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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.
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Next.js · PostgreSQL · Keycloak · GA4 Data API
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