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Thought Leadership

AI orchestration, DevOps patterns, and industry perspectives from our engineering team.

3 articles
Thought Leadership8 min read

Why Your AI Agent Framework Needs a Registry, Not a Framework

The AI agent industry is obsessed with frameworks. But frameworks solve the build problem. The registry solves the distribute problem — and that is where the value concentrates.

Michael Quan
12 Mar 2026
Thought Leadership9 min read

HITL is Not a Feature. It is an Architecture.

Every AI agent framework advertises human-in-the-loop support as a checkbox feature. This is dangerously wrong. HITL is an architectural decision that shapes every layer of the system.

Michael Quan
12 Mar 2026
Thought Leadership8 min read

Agent Marketplace is the Docker Hub Moment for AI Agents

Docker Hub did not make containers better. It made them discoverable. The Agent Marketplace is the same inflection point for AI agents — and almost nobody is talking about it.

Michael Quan
12 Mar 2026

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