https://sudonull.com/ux-research-of-onboarding-defi-applications
Analysis of errors in the first DeFi session, modular approach, SwiftUI prototypes. Churn reduction by 45%, test results. Study hypotheses for optimization.
Search Articles — Sudonull
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In this project
https://sudonull.com/parallel-chunk-merging-manticore-search
Speed up RT-table compaction in Manticore Search 24.4.0: parallel merges up to 6.8x faster. Benchmarks, settings parallel_chunk_merges and merge_chunks_per_job. Configure for RT workloads.
https://sudonull.com/agentic-rag-at-hackathon-chunking-and-search
Breakdown of two RAG architectures for DIFC court documents: hybrid search, agent-router, chunking. Accuracy metrics, grounding, speed. For middle/senior dev. Learn what worked.
https://sudonull.com/rag-optimization-for-legal-tasks
Learn how hybrid RAG with semantic chunking and grounding improved metrics by 2x in Agentic RAG Legal Challenge. Benchmarks, pipelines and lessons for developers.
https://sudonull.com/graph-instead-of-rag-for-regulatory-documents
Why vector search breaks on regulations: from flat chunks to graph of nodes and links. Multi-mode retrieval, terms, mandatory context. For middle/senior dev. Learn more.
From other projects
https://ymaho.com/chernobyl-sarcophagus-damage-global-radiation-risk
A drone strike damaged Chernobyl's containment dome. Learn why this threatens Europe and global safety—and what you can do.
https://ymaho.com/strike-on-a-farm-in-chernihiv-region-threat-to-global-food-security
Russian drones destroyed a farm in Chernihiv region. How attacks on Ukraine's agricultural sector affect global food prices and threaten a new crisis.
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