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The Top 10 is the most-cited list in web security, updated every few years from a meta-analysis of real-world data. It's not the canon, it's the consensus — what most teams will encounter most often. Knowing it cold means you can read a bug report and immediately know what category you're in, which past incident is similar, and what the standard mitigations are.
The 2021 list, in order: A01 Broken Access Control, A02 Cryptographic Failures, A03 Injection, A04 Insecure Design, A05 Security Misconfiguration, A06 Vulnerable Components, A07 Identification/Authn Failures, A08 Software & Data Integrity Failures, A09 Logging Failures, A10 SSRF. Each has a cluster of CWEs underneath.