VERIFIED TECHNICAL DOSSIERSources checked

David Ondrej

Creator of David Ondrej AI

2 Verified ArtifactsSource Checked & Attributed

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Verified Proof of Work Artifacts

2 items cataloged

Each artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by David Ondrej. Every entry undergoes editorial source verification.

EXPLANATION Checked Sep 22, 2026

Autonomous Agent Swarms: Multi-Agent Collaboration in Production

Constructed and benchmarked cooperative multi-agent architectures that divide research, code synthesis, testing, and documentation across specialized role-based models.

Model & Execution Context:AutoGen, CrewAI, GPT-4o, Claude 3.5 Sonnet, local LLaMA-3 models.

Scope & Limitations

Inter-agent communication drift can cause repetitive conversation loops without strict supervisor termination conditions.

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IMPLEMENTATION Checked Sep 22, 2026

Multi-Agent Automation Frameworks and Swarm Blueprints

Maintains widely used open-source developer blueprints for building voice-driven desktop agents, automated research teams, and local rag pipelines.

Model & Execution Context:Python, Streamlit, ChromaDB, Whisper API, Ollama.

Scope & Limitations

Desktop UI automation relies on OS-level accessibility permissions and screen coordinates.

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