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Magaav/README.md

Victor De Genaro

Systems engineer focused on autonomous agents, distributed systems, and production AI infrastructure.

Contributor to Hermes-Agent (NousResearch), working on real-world agent systems and orchestration layers.


What I do

I design and operate production systems combining:

  • multi-agent architectures
  • distributed infrastructure
  • real-time data pipelines
  • AI-driven automation

Focus areas:

  • orchestration of agent fleets
  • runtime isolation and deployment
  • plugin/tooling ecosystems
  • observability and reliability at scale

Selected work


Experience

Colmeio — Cloud & Distributed Systems Architect (Private Marketplace Platform)

Built and operated a production system over 6+ years covering:

  • distributed backend systems (MySQL cluster, Redis, Kafka, Debezium)
  • real-time infrastructure (WebSockets, streaming pipelines, Protobuf)
  • multicloud deployments (Oracle Cloud + containerized workloads)
  • internal frameworks and automation pipelines

Key work:

  • high-concurrency backend using Swoole
  • event-driven architecture and streaming pipelines
  • AI-driven automation and agent orchestration
  • deterministic agent workflows with validation loops

This experience shaped my focus on:

  • reliability over demos
  • systems under real-world constraints
  • production-grade AI integration

Current focus

  • multi-agent orchestration systems
  • AI infrastructure for real-world workflows
  • low-latency and high-throughput architectures
  • scaling autonomous systems in production

Signal

  • Contributor to Hermes-Agent (NousResearch)
  • Co-authored merged PRs with core maintainers
  • 6+ years building and operating production systems
  • Focus on infrastructure, not prototypes

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