UUIDv7 Structure and B-Tree Performance

UUIDv7: Why You Should Stop Using Auto-increment Integers and UUIDv4

The Challenge of Identifiers In software engineering, choosing a Primary Key type seems simple, but it profoundly affects both security and system performance as you scale. We typically start with two familiar choices: Auto-increment Integers or UUIDv4. 1. Limitations of Traditional Methods Option 1: Auto-increment Integer -- Example: Sequential IDs over time 1, 2, 3, 4, 5... Pros: Extremely fast and memory-efficient. Cons: Lack of security. If your URL is https://api.myapp.com/v1/invoice/1001, a competitor can easily guess that the next invoice is 1002, or even count your total customer base just by incrementing these numbers. Option 2: UUIDv4 (Random String) -- Example: No discernible order f47ac10b-58cc-4372-a567-0e02b2c3d479 0e58c3d4-a567-4372-58cc-f47ac10b0e02 Pros: Maximum security; impossible to predict. Cons: Database Fragmentation. Because it is entirely random, the Database must work hard to sort these into memory, slowing down the system as your data grows. 2. UUIDv7: The Best of Both Worlds UUIDv7 solves these problems by combining: [Current Timestamp] + [Random Bits]. ...

March 9, 2026 · 3 min · Hoang Nguyen Thai