SpaceXDeal Technology Deals Hub
Automated Software Deals Platform with Edge Caching & Automated Scraper Pipelines
Problem & System Requirements
Building a high-concurrency technology directory that automatically validates discount coupons without degrading edge page speed.
Manual coupon entry led to expired promo codes and frustrated visitors.
High traffic surges during seasonal sale events caused server overload and slow mobile TTFB.
Dynamic database queries on every visitor hit resulted in heavy database connection overhead.
How the System Was Engineered
Implemented Next.js Incremental Static Regeneration caching pages globally across CDN edge locations.
Built headless browser scraping worker verifying promo codes and pricing discounts daily.
Engineered price tracking time-series tables logging discount percentages and active merchant coupons.
Constructed client-side search index enabling sub-10ms instantaneous software discovery.
Shipped Engineering Components
Headless Next.js web application utilizing Incremental Static Regeneration (ISR)
Automated background scraper pipelines monitoring SaaS pricing and validating discount coupons
Supabase PostgreSQL database tracking discount history and affiliate referral attribution
Edge-rendered search and dynamic categorization engine with sub-second page loads
Why This Technical Stack & Pattern?
Serves 100% static HTML from CDN edge points for near-instant <65ms TTFB while allowing background revalidation when scraper updates occur.
Isolates memory-heavy Chromium processes from the core web server, preventing server starvation.
Verified System Benchmarks
Role & Execution Governance
Jyotirmay designed the Incremental Static Regeneration (ISR) edge caching architecture, Puppeteer scraping microservices, responsive UI components, and affiliate redirect pipelines.
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Let's Engineer Your Platform.
Work with Jyotirmay Ray to implement the architecture proven in SpaceXDeal Technology Deals Hub for your platform.