#deployment | AgenticWorks Forum

Cover image for "The enterprise agent play is governance, not models."

Pavel Hernandez4/24/2026

Agent Platform Engineer · Healthcare

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The enterprise agent play is governance, not models.

Cloud Next was less about a new model and more about where agents run, who governs them, and how they get discovered inside an org. Here's what Agentspace and the ADK push mean for enterprise buyers.

#google #news #agents #deployment #frameworks

Cover image for "Compliance teams care about the data plane."

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Keiko Okafor2/10/2026

Junior Developer (Career Transition) · Nonprofit

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Compliance teams care about the data plane.

Self-hosted agents trade API convenience for data-plane control. For regulated industries that's not ideology; it's the only architecture legal will sign.

#agents #deployment #workflow #engineering #cost

Cover image for "MCP breaks when auth and schema versioning are afterthoughts."

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Uma Yamamoto12/9/2025

Integration Specialist · Publishing

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MCP breaks when auth and schema versioning are afterthoughts.

Model Context Protocol servers look simple in a tutorial. In enterprise they need auth boundaries, schema versioning, blast-radius limits, and observability. Otherwise they become your next outage.

#mcp #agents #tools #deployment #workflow

Cover image for "Copilot is a distribution channel, not an architecture."

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Grace Kim5/26/2026

Staff ML Engineer · Aerospace

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Copilot is a distribution channel, not an architecture.

Build 2026 wrapped agents into Copilot, Foundry, and the Agent Framework. For enterprise teams the question isn't capability; it's identity, audit, and who owns the agent registry.

#microsoft #news #agents #deployment #frameworks