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.
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https://sudonull.com/ner-for-resumes-guide-to-implementation-in-hr-systems-it-practice
Step-by-step guide to implementing Named Entity Recognition for resume processing. Technical details of data labeling, model selection, and production deployment.
https://sudonull.com/hdmi-matrix-in-home-assistant-rs-232-integration
Set up TV source switching between rooms via Home Assistant and 4×4 HDMI matrix. Step-by-step code for Coordinator, media_player entity, protocol. For middle/senior dev. Install in 13 min.
https://sudonull.com/ddd-in-asp-net-scalability-issues-after-30-aggregates
Breaking down why classic DDD with EF Core slows down in projects with 30+ aggregates: heavy queries, specifications, transactions. Hybrid approaches for optimization. Learn how to speed up development.
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