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OLTP core: API and adaptive tuning in DBMS

https://sudonull.com/oltp-core-api-and-adaptive-tuning-in-dbms

Analysis of OLTP core implementation: per-tablespace page size, trait-API layers, Resource Broker. For middle/senior dev. Study the architecture without manual tuning.

Semantics and architecture for AI search in a niche

https://sudonull.com/semantics-and-architecture-for-ai-search-in-a-niche

Learn to build a semantics pipeline: from entity map to page types and LLM clustering. Capture a niche in the era of AI Overviews. Engineering approach for SEO specialists.

Anchor navigation in Next.js with useAnchorObserver

https://sudonull.com/anchor-navigation-in-next-js-with-useanchorobserver

Implement smooth navigation by sections in a single-page Next.js application. The useAnchorObserver hook synchronizes scroll and URL. Instructions for middle/senior developers.

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