Five ways to evaluate AI agent orchestration platforms
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A framework for evaluating AI agent orchestration platforms across five dimensions: observable control and governance, secure and resilient operations, integrated testing and feedback loops, interoperability via open standards like MCP and A2A, and vendor viability. The piece highlights that over 60 commercial and open source platforms now exist in this space, and enterprises will likely adopt multiple platforms. Key considerations include deterministic guardrails for non-deterministic AI, audit trails, continuous outcome evaluation, model-agnosticism, and assessing vendor maturity through funding, community size, and roadmap clarity.
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