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Glossary term

MCP-native

By 2026, every cloud cost vendor claims "AI." Differentiation is in the specifics: MCP-native (engineer's own AI tool), read-only by design (CISO-friendly), open protocol (no vendor lock-in). Without those, "AI" is a chatbot icon on a dashboard.

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Each row is a lesson that uses this term. The lesson where it first appears is the canonical definition.

T6 / M6.1 / L4 Why this matters in 2026

Start with the bill.

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

Open curriculum. No login. No paywall. 237 lessons across 7 courses, three publicly verifiable credentials. Read it on the train, take the exam on a Saturday, list the credential on your résumé Monday.

Read Foundations →See the credentials →
5h median time to finish Foundations
0 logins, paywalls, or marketing forms
open curriculum, public credential verifier
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·