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Mlops

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Protocol-Driven Agent Platforms: Why MCP/A2A Are Becoming the New Integration Layer

AI agent systems are shifting from bespoke integrations to protocol-driven architectures (e.g., MCP, A2A) that decouple orchestration from execution and enable multi-agent coordination at scale.

February 16, 2026•3 min read•

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#ai-agents #mlops #architecture

insights

From AI Demos to Operational Systems: Inspectable Workflows, ROI Pressure, and Privacy Constraints

AI is moving from experimentation to operationalization: organizations are investing in inspectable workflow tooling and production discipline while facing increasing pressure to prove ROI and comply...

February 2, 2026•3 min read•

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#ai-platform #mlops #workflow-orchestration

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