Author
Vlad Belikov
Co-founder and CTO
Co-founder and CTO at Monolytics. Vlad Belikov writes about tracking, session replay evidence, technical diagnostics, and engineering systems.
Vlad writes about the technical side of behavior analytics: tracking, session replay evidence, interaction diagnostics, and the engineering systems that make product investigation reliable.
- tracking
- session replay evidence
- technical diagnostics
- engineering systems
Articles by Vlad Belikov

AI Bug Detection From Session Replay
Learn how AI-assisted session replay review can surface bug candidates from observable user behavior without claiming root-cause certainty.
AI Bug Triage From Session Replay Evidence
Turn AI-surfaced replay bug candidates into better triage notes with visible symptoms, representative sessions, environment context, and confidence labels.
AI Customer Journey Analysis From Session Replay
Use AI-assisted replay review to analyze customer journeys, compare failed and successful paths, and turn visible behavior into safer product decisions.
AI Funnel Analysis With Session Replay
Use AI-assisted session replay analysis to move from funnel drop-off to replay-backed evidence, confidence labels, and the next product action.
AI Session Replay Analysis Checklist
Use this checklist to review AI-surfaced session replay findings before turning them into bug reports, UX fixes, surveys, or tests.

AI Session Replay Analysis Workflow
Use an evidence-first AI session replay analysis workflow to find bugs, UX friction, and conversion blockers without overtrusting AI guesses.

AI UX Issue Detection With Session Replay
Use AI-assisted session replay review to surface UX issue candidates like dead clicks, loops, hesitation, and unclear states while keeping decisions evidence-based.
How to Validate AI-Surfaced UX Issues
Validate AI-surfaced UX issues with representative sessions, successful-session comparison, supporting signals, and a small next action.

Product Questions to Ask Your Session Replay Assistant
Learn how to ask replay-backed product questions that help AI surface useful sessions without overclaiming user intent or root cause.

Session Replay AI vs Manual Review: When to Use Each
Compare manual session replay review with AI-assisted replay analysis, and learn when product teams should use each workflow.