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Glossary term

Agent-helps-human-writes loop

The operating pattern where an agent investigates via read-only MCP tools and recommends an action with justification, but a human reviews and executes the change through the appropriate write surface such as the UI, API, auto-remediation, or IaC.

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T6 / M6.6 / L2 When you actually need writes

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Foundations takes about five hours. The first lesson is nine minutes.

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Multi-cloud automation· Production-ready in 30 min· SOC 2 · ISO 27001· 30% average cloud cost cut· 4 platforms · 1 console· Multi-cloud automation· Production-ready in 30 min· SOC 2 · ISO 27001· 30% average cloud cost cut· 4 platforms · 1 console·