Notes from a practitioner: AI, architecture, multi-agent systems. https://mazurovnn.ru/ https://mazurovnn.ru/en/blog/agent-harness/ https://mazurovnn.ru/en/blog/agent-harness/ A year ago, an agent was assembled from a model and a list of tools. Now a separate layer has grown up around the model, and it is this layer that determines whether the system works or falls apart on the third step. Wed, 26 Aug 2026 00:00:00 GMT https://mazurovnn.ru/en/blog/ai-in-business-processes/ https://mazurovnn.ru/en/blog/ai-in-business-processes/ Documents, support, monitoring: AI pays back fast there. Full autonomy without control: that is where the losses begin. Mon, 17 Aug 2026 00:00:00 GMT https://mazurovnn.ru/en/blog/skills-and-agents/ https://mazurovnn.ru/en/blog/skills-and-agents/ Expertise gets packaged into skills, routine goes to agents. What is left for the engineer, and what is worth learning right now. Mon, 03 Aug 2026 00:00:00 GMT https://mazurovnn.ru/en/blog/adr-and-sdd/ https://mazurovnn.ru/en/blog/adr-and-sdd/ Short decision records and specs before code. Why they matter even more in the age of agents, and why fat specifications are dead. Mon, 20 Jul 2026 00:00:00 GMT https://mazurovnn.ru/en/blog/ai-in-medicine/ https://mazurovnn.ru/en/blog/ai-in-medicine/ No fantasies about replacing doctors: routine work, transcription, a second pair of eyes on scans, and patient follow-up. And why responsibility stays with the human. Mon, 06 Jul 2026 00:00:00 GMT https://mazurovnn.ru/en/blog/ai-in-production/ https://mazurovnn.ru/en/blog/ai-in-production/ How to bring AI into production cycles without pain: process and data first, a pilot on a boring bottleneck, and only then model debates. Mon, 22 Jun 2026 00:00:00 GMT https://mazurovnn.ru/en/blog/multi-agent-orchestration/ https://mazurovnn.ru/en/blog/multi-agent-orchestration/ Why a zoo of ten agents never works, and what actually fixes it: an orchestrator, context boundaries and quality control. Mon, 08 Jun 2026 00:00:00 GMT