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🚀👨‍💻 We are already preparing a new event for those who shape the future of IT products! Join AI Product fwdays'26 - let's talk about strategies, AI and product development 🤖📈 👉 https://fwdays.com/event/product-fwda... Video from the DevOps fwdays'26 conference, which took place on February 28, 2026 https://fwdays.com/event/devops-fwday... Description of the report: This report demonstrates practical approaches to unified observability, where metrics, logs, traces and profiles are integrated for quick diagnosis of problems in distributed systems. We will consider data correlation techniques via traceId and labels for instant transition from errors to specific spans, setting up continuous profiling for preview environments, using flame charts for performance analysis, dependency maps and service graphs for architecture visualization. Special attention is paid to AI-specific aspects: the use of AI assistants to automate root cause analysis and the implementation of AI Evals for systematic assessment of the quality, correctness and reliability of AI systems. Report and presentation page: https://fwdays.com/event/devops-fwday... More reports and videos on the conference topic: https://fwdays.com/event/devops-fwday... For over 16 years, Fwdays has been organizing large-scale conferences and training for developers in the following areas: JavaScript, .NET, Python, Data Science, PHP, QA, Highload, Architecture, DevOps, Databases. More information about current events: https://fwdays.com/events Subscribe to be the first to know about the start of ticket sales at the most favorable price: Telegram: https://t.me/fwdays Facebook:   / fwdays   Twitter:   / fwdays