Especially for the early birds / Begun Blog
Breakdown of RAG pipeline on legal challenge: hybrid search, RRF, cross-encoder reranking, fast-paths. From 0.034 to 0.791 and drop on scale. Code and metrics for developers.
Learn how the 3x3 matrix on TTP223 solves the problem of multiple commands without a screen. Prototype, CLI debugging, scenarios. Integrate into your smart home.
Debunking myths about generative AI in programming. Why LLM simplify routine, but do not solve real tasks. For middle/senior dev: facts without hype. Read the analysis.
Breakdown of 29 GB VRAM consumption by FLUX.2-dev GGUF model on M3 Pro. MPS-overhead, dequantization, optimizations reduce peak by 1.5 GB. Instructions for developers.
Explore the VitruvianOS release — Linux OS with Haiku app_server, Nexus and RT kernel. Run BeOS applications without X11. Download, test on GitHub.
A unique clathrate found in the glass of the first nuclear explosion. Learn how this changes materials science, batteries, and defense. Read the analysis.
Analysis of CanisterWorm worm: ICP C2, theft of npm tokens, systemd persistence. How to protect the supply chain from self-propagation. Analysis for developers.
Why shouldn't a team lead in IT blame failures on the system? Learn how to negotiate for resources and role boundaries. Avoid burnout with proper management practices.
Learn what is microservices architecture, its benefits, challenges, and key patterns like Saga and API Gateway. Understand when to use this modern approach.
Analyzing the news that quantum startup Pasqal gained control of a rocket. We find out where the truth is and where the fiction from Warhammer 40k is. Read the details.