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
Session Replay Assistant Prompts for Product Teams
Use safer session replay assistant prompt patterns for product teams that need evidence-backed findings instead of broad AI guesses.

Session Replay Evidence Confidence Matrix
Use this matrix to decide whether an AI-surfaced session replay pattern is a lead, repeated pattern, segmented pattern, supported finding, or unclear result.

Session Replay Summaries vs Evidence Review
Learn when AI session replay summaries are useful, when teams still need representative evidence, and how to avoid acting on confident but weak findings.
When Not to Trust AI Session Summaries
Learn when AI session summaries are too weak for product decisions and how to turn them into verified replay evidence instead.

Dead Click Analysis: Triage Non-Responsive Clicks
Learn how to triage dead clicks with session replay, heatmaps, cohorts, and a fix log without treating every non-responsive click as proof of frustration.

Session Replay Analysis Workflow
Learn a practical workflow for choosing which session replays to review, tagging repeated friction patterns, combining evidence with metrics or feedback, and deciding the next fix.

Session Replay Evidence Review Template
Use this template to turn session replay observations into structured evidence for signup, onboarding, pricing, and product-flow decisions.

How to Diagnose Rage Clicks on Demo Request Pages
A hands-on playbook for spotting rage clicks, validating them with context, and prioritizing the real fix.