https://sudonull.com/rag-system-for-1c-mcp-server-architecture
Breakdown of multi-level RAG for documents1c and metadata1c: chunks with heading_path, RRF, BM25 tokenization. Code and optimizations for 1C developers. Study the implementation.
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In this project
https://sudonull.com/llm-security-evolution-from-firewall-to-gaf-in-depth-analysis
How modern threats to LLM require multi-level protection. We analyze incidents of 2025-2026 and the transition to Generative Application Firewall. Learn how to protect AI systems.
https://sudonull.com/design-tokens-cti-architecture-naming-examples-for-developers
Detailed guide on the architecture and naming of design tokens using the CTI methodology. Learn about multi-level abstraction, advantages and disadvantages of CTI, as well as the differences between semantic and component tokens for creating scalable design systems.
https://sudonull.com/mediatek-wi-fi-8-filogic-8000-chips-will-save-you-from-interference
MediaTek Filogic 8000 chips with Multi-AP Coordination reduce interference by 40% and latency to sub-millisecond levels. Forget about lag from neighbors — find out when to expect routers.
https://sudonull.com/multi-agent-semantics-system-with-ensemble
Automate key collection: Bukvarix, XMLRiver, NLP-clustering, AI-ensemble. Reduce time from hours to 20 min, stability 85%. For SEO specialists.
From other projects
https://ymaho.com/how-multi-chain-crypto-trading-works-simply-explained
Understand how cross-chain crypto swaps work behind the scenes—with no jargon. Learn why it matters for everyday users.
https://ymaho.com/skin-streaming-transition-from-multi-step-care-to-minimalism
The Korean trend Skin Streaming is changing the beauty industry. Find out why 10 steps are becoming a thing of the past and how simplification affects the market. Read the analysis.
https://ymaho.com/crypto-traditional-finance-merge-what-it-means-for-you
Discover how crypto, stocks, and gold are merging into single trading platforms. Learn what multi-asset investing means for your everyday finances.
https://ymaho.com/google-co-scientist-ai-for-scientific-hypotheses-based-on-self-play
How DeepMind's Multi-Agent System is Changing Science: Hypothesis Generation, Debates, and Idea Tournaments. Find out who wins in the new race. Read the analysis.
https://ymaho.com/gold-is-rising-records-fed-and-flight-from-the-dollar
Why is gold updating multi-month highs despite geopolitical détente? Analysis of the role of central banks, the Fed pause, and the shift in global reserves. Read.
https://ymaho.com/smart-accounts-explained-safer-crypto-wallets-for-teams
Learn how smart accounts like Safe use multi-signature approval to protect shared crypto funds—no jargon, just plain sense.
https://ymaho.com/meditation-in-tsaritsyno-2026-business-analysis-of-the-festival
How a free meditation festival in Tsaritsyno became a multi-million dollar business machine. Find out who is making money from the wellness boom and what the media are hiding. Read the analysis.
https://ymaho.com/floki-ecosystem-explained-from-meme-to-utility
Discover how Floki evolved from a meme coin into a multi-chain ecosystem with games and DeFi tools. Learn why this shift matters for crypto's future.
https://ymaho.com/smart-minimalism-2026-investing-in-quality-and-skinnimalism
Consumers are moving from impulse purchases to multifunctionality. 62% of Gen Z are willing to pay more for simplifying routines. Find out why Carousell sells used gadgets 60% cheaper and how AI is killing multi-step skincare.
https://ymaho.com/speech-neuroprosthesis-machine-learning-restored-speech
Bilingual AI-based neuroprosthesis decodes speech with 88% accuracy. Learn how transfer learning unlocks new languages 'for free' and why it is changing the multi-billion dollar BCI market.
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