
2 min
Legacy in Months, Not Years: Keeping AI-Written Code Safe to Change
Learn how guardrails, dependency analysis and code provenance can keep rapidly generated AI code maintainable and safe to change.

Head of Community at The Top Voices
Maria Filippova is the Head of Community at The Top Voices, a London-based, community-led technology media platform connecting early-stage founders, tech professionals, and investors worldwide.
She leads community development, strategic partnerships, and editorial initiatives, helping emerging entrepreneurs and technology experts gain visibility and connect with the global startup ecosystem. Her work includes organizing international technology awards and building collaborations across startup communities.
Maria is also the Co-Founder of Rendix, an AI visibility startup developing tools to help brands understand and improve how they appear in AI-generated responses.
With a background in marketing and strategic communications, including experience at Higgsfield AI, she focuses on the intersection of technology, media, community building, and startup growth.

2 min
Learn how guardrails, dependency analysis and code provenance can keep rapidly generated AI code maintainable and safe to change.

2 min
Learn how to test AI agents by verifying claims against independent sources and turning results into clear release decisions.

2 min
Startup Summit Lisbon will host a 48-hour startup pitch marathon on September 16–17, aiming to set a Guinness World Records title.

2 min
The Top Voices launches the global Tech Impact Awards for AI 2026, recognizing builders, AI-native professionals, and companies.

1 min
A practical guide to avoiding bias and overfitting in backtesting and building more reliable estimates of trading strategy performance.
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