VERIFIED TECHNICAL DOSSIERSources checked

Cole Medin

AI Systems Engineer & Creator

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 Cole Medin. Every entry undergoes editorial source verification.

EXPLANATION Checked Sep 22, 2026

Microsoft AutoGen 0.4: Building Complex Multi-Agent Swarms from Scratch

Authored comprehensive architectural breakdown of AutoGen's event-driven agent core, asynchronous messaging protocols, and distributed agent execution patterns.

Model & Execution Context:AutoGen 0.4, Python asyncio, GPT-4o, Claude 3.5 Sonnet, Docker sandboxes.

Scope & Limitations

Event-driven asynchronous messaging requires strict dead-letter queueing to prevent dropped agent responses.

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IMPLEMENTATION Checked Sep 22, 2026

AutoGen and Semantic Kernel Enterprise Blueprints

Maintains open-source codebases demonstrating production patterns for multi-agent software engineering, autonomous research, and dynamic tool orchestration.

Model & Execution Context:Python, AutoGen, Qdrant vector database, LiteLLM proxy.

Scope & Limitations

Complex multi-agent graphs require distributed tracing telemetry (e.g. OpenTelemetry) for production debugging.

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