Maria Filippova

Head of Community at The Top Voices

Head of Community at The Top Voices | Startup ecosystem enthusiast | Love building communities, bringing conversations to social media, and helping entrepreneurs connect and grow.

May 11, 2026

3 min

From Idea Validation to Scale: How to Choose the Right Architecture

Architecture should match the product stage: solve current problems first, scale complexity only when real bottlenecks appear.

AI Development

May 5, 2026

2 min

When Not to Use AI

LLMs suit ambiguous tasks, not precise ones; use hybrids combining AI with deterministic systems for reliability and efficiency.

Startups PR

April 28, 2026

1 min

10 PR Agencies for Startups in 2026

Discover 10 leading PR agencies helping startups boost visibility, win investor attention, and build credible high-growth brands.

Startups Growth

April 17, 2026

3 min

Growth Inside Platforms and What Actually Drives Users

Platform growth relies on product design with core loops social sharing and fast onboarding not paid marketing drives retention and scale.

AI Events

April 16, 2026

1 min

Enterprise AI Expo 2026 to Drive Digital Transformation in Oman

Enterprise AI Expo 2026 gathers global leaders in Oman to explore AI innovation, strategy, and real-world enterprise adoption across industries.