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Serban Mogos

What I build

Projects

Domains where I've built production systems and open-source infrastructure.

Autonomous Agent Systems

Fleet orchestration platforms coordinating multiple AI agents with liveness monitoring, scored improvement loops, and governance protocols. Systems that run without human babysitting.

AI Infrastructure

Production-grade AI systems and gateways with budget controls, vector search engines, real-time decision systems, and data pipelines processing millions of records with verifiable quality.

Open-Source Governance Protocols

Specifications for agent operations, goal tracking, evidence chains, receipt ledgers, and organism lifecycle management. The governance layer for trustworthy autonomous systems.

Predictive Intelligence

Forecasting systems, scoring engines, prediction market infrastructure, and calibration frameworks. Systems that make verifiable predictions and track their own accuracy.

Applied Research

Social compression dynamics, AI-native information architectures, embedding pipelines, and research into how intelligence scales across autonomous collectives.

Fund Management & Deal Intelligence

AI-native fund management platforms with automated deal scoring, pipeline orchestration, LP reporting, and continuous deal intelligence across target verticals.

AI-Native Product Platforms

End-to-end product architecture for AI-native applications. Design systems, real-time interfaces, documentation engines, and developer tools built for the intelligence era.

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