System Evolution Framework
A staged supporting framework for reading the architecture content on this site.
This article is currently available only in Russian. Translation will be added later.
System Evolution Framework is a supporting lens for this site. It helps explain how systems evolve from MVP to scale, and how architecture, ownership, and engineering expectations change along the way.
MVP Foundation
6
MVP at the Start: Build Everything Yourself or Lean on the Cloud
A comparison of custom and managed approaches for the first MVP: where speed wins, where control matters, and which trade-offs come with each choice.
Customer Discovery: first 50 interviews
Placeholder article for long list preview and card density checks.
MVP Architecture Boundaries
Placeholder article to visualize architecture track in MVP Foundation.
Analytics From Day One
Placeholder article for analytics setup and event schema checklist.
Release Playbook: Week 1
Placeholder article for early release cadence and rollback rules.
Markdown + UI Showcase
Regression page with full markdown formatting and all major UI elements used in the project.
Problem / Solution Fit
4
Activation Funnel Baseline
Placeholder article for first activation metrics and baseline conversion.
Retention Loop Design
Placeholder article to preview recurring-value loop decisions.
Feedback Processing System
Placeholder article for support, tagging, and prioritization workflow.
Pricing Smoke Tests
Placeholder article for pricing experiments before GTM scale-up.
Go-To-Market
4 Acquisition Channels V1
Placeholder article to evaluate first paid and organic channels.
Onboarding Optimization
Placeholder article for onboarding friction removal and activation gains.
Support Ops For Growth
Placeholder article for support operations under growing traffic.
Growth Experiments Rhythm
Placeholder article for weekly experiment cadence and review cycle.
Scale
5 Monolith To Modular Services
Placeholder article for decomposition strategy and boundary contracts.
Data Platform V2
Placeholder article for analytics, warehouse, and model ownership.
Reliability: SLOs and Alerting
Placeholder article for reliability goals and incident response.
Team Topologies and Ownership
Placeholder article for team structure and service ownership model.
Cost Control and FinOps
Placeholder article for cloud cost controls and efficiency tracking.