News Portal
Cloud-based autonomous news aggregation engine and high-performance Data-as-a-Service (DaaS) platform.
01 - Asymmetric Bento Grid Showcase & Crimson Glassmorphism
Built with Next.js 15, React 19, and Tailwind CSS v4, the homepage gathers breaking headlines in a modern The Verge-inspired asymmetric 2x2 Bento Grid showcase. Deep anthracite surfaces (#080c14) paired with crimson accents ensure seamless visual hierarchy and high readability.
02 - 30-Second AI Quick Summary & Google News JSON-LD SEO
Designed to maximize reading efficiency, the LLM-powered '30-Second AI Quick Summary' box distills long news articles into 3 key takeaways. Page-level dynamic Google News NewsArticle and BreadcrumbList JSON-LD schemas enable instantaneous indexing across search engines and Google Discover feeds.
03 - Multi-Channel Category Feed & Serverless SSR
Operating across vertical categories including Politics, Economy, Tech, Crypto, and Sports, the filtering layer fetches data with zero latency from MongoDB Atlas via Vercel Serverless and Mongoose Connection Pooling. 60-second ISR (Incremental Static Regeneration) guarantees near real-time freshness while minimizing server overhead.
04 - Instant Indexing & Reactive Search Engine
An optimized regex-powered MongoDB search layer performs sub-30ms filtering across thousands of news articles and headlines. A responsive slide-out search drawer paired with strict 'noindex' SEO rules preserves clean crawl hierarchy.
05 - Autonomous Telegram Bot Archival & Legal Compliance
To maintain sustainable database sizing, news records older than 14 days are automatically converted into .json datasets, backed up to the developer's Telegram account via Telegram Bot API (sendDocument), and pruned from the primary database. Full compliance with data privacy regulations provides enterprise-grade publishing reliability.
Engineering Flex & Production Metrics
Empirical benchmark numbers achieved in high-concurrency production.
Simultaneous News Sources
Zero-Downtime Multi-Worker Ingestion
60,000+ Full Articles
Ultra-Lean BSON & Schema Compression
Full-Text Search Latency
Compound Reverse Indexing Engine
Autonomous Sync Cycle
Pre-Hydration Protocol Interception
Bloated Server Spend
High-Efficiency Protocol Pipeline
End-to-End System Architecture Flow
From raw target DOMs to sub-50ms reactive delivery.
150+ Dynamic Target Sources
Simultaneously monitoring APIs, RSS streams, and dynamic DOM feeds across 150+ national/local news outlets.
Lightweight Protocol & Stealth Scraper
High-speed HTTP client for raw protocol interception, backed by isolated Playwright Stealth for WAF challenges.
Sanitization & Deduplication Pipeline
Raw HTML bloat is stripped; unique URL/title hashing guarantees zero duplicate entries across pipelines.
200MB Lean MongoDB & Compound Index
Shortened schema keys and lean BSON typing store 60,000 rich articles inside a strict 200MB footprint.
Serverless ISR & Reactive Search
Sub-50ms full-text keyword retrieval powered by compound indexes and 60-second Incremental Static Regeneration.
Deep Engineering Case Studies
How architectural challenges were solved with algorithmic precision.
The 200MB Storage Feat: 60,000 Rich Articles in Ultra-Lean MongoDB
The Critical Challenge
Traditional CMS and scraping architectures balloon to 2-5 GB after merely 10,000 articles, saturating RAM and inflating cloud database tiers.
Implemented Solution
Stripped redundant DOM metadata, engineered short schema keys, and tuned compound index sizes. Articles older than 14 days are automatically exported to Telegram Bot API as compressed JSON document archives, keeping primary storage ultra-lean.
Verified Engineering Impact
Accomplished 60,000 full-page records in a strict 200MB tier with zero memory bottlenecks and $0 bloated database upgrades.
150+ Concurrent News Sources with Zero Downtime
The Critical Challenge
150 independent outlets present completely different DOM structures, WAF anti-bot barriers, and transient timeouts. A breaking change on one site often crashes standard monolithic crawlers.
Implemented Solution
Built isolated, fault-tolerant async worker pipelines with exponential backoff. Lightweight HTTP listeners handle raw streams, dynamically promoting to Playwright Stealth only when WAF challenges are detected.
Verified Engineering Impact
Continuous, non-blocking ingestion across 150+ simultaneous publishers with self-healing recovery and a 5-minute freshness cycle.
Pre-Hydration Speed Supremacy: Intercepting News Ahead of Publisher Frontends
The Critical Challenge
Conventional browser bots waste precious seconds waiting for full-page renders, JavaScript client hydration, and advertising trackers.
Implemented Solution
Constructed direct protocol-level stream listeners that intercept raw publisher data pipelines at the network layer before frontend DOM hydration occurs.
Verified Engineering Impact
Articles are ingested, sanitized, and ready for query before the target publisher's own web UI completes rendering.
Sub-50ms Full-Text Keyword Search Across 60,000 Articles
The Critical Challenge
Performing instantaneous full-text searches over tens of thousands of articles traditionally requires costly dedicated ElasticSearch or Algolia clusters.
Implemented Solution
Engineered compound text indexes and lean regex query execution directly on the primary database, performing direct index-tree lookups from single-word queries.
Verified Engineering Impact
Sub-50ms query response times across 60,000 records with zero external SaaS fees or infrastructure overhead.
Technologies Used
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