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Glossary term

Simplification sprint

Run a quarterly chargeback complexity audit. Track rule count, dispute volume, close duration, and engineering time. If trends are bad, plan the simplification sprint, usually 1-2 quarters of focused work to recover.

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T4 / M4.2 / L4 Internal billing engineer anti-pattern

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.

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5h median time to finish Foundations
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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·