Hey, I’m Thai 馃殌
A place where I share my journey with Hugo, PaperMod, and tech stories.
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]. ...
Analyzing Agentic Workflow Architecture via OOP: A loop.py Case Study
Last month, when I started building an AI Agent system, I began with a simple script of about 200 lines. Everything worked perfectly until I added the fifth tool and started handling asynchronous tasks. The code quickly devolved into an un-debuggable mess of spaghetti code. That鈥檚 when I realized: Building an AI Agent isn鈥檛 just about writing prompts or calling LLM APIs. It is a Software Engineering problem. The loop.py file that I subsequently redesigned stands as a testament to applying the four classic OOP principles to control the complexity of the ReAct (Reasoning and Acting) loop. ...
Modern Blog Architecture: Why Hugo and PaperMod Are the Ultimate Choice?
Shifting Perspective from Drafting to Technical Publishing In an era defined by minimalism and high performance, building a personal blog is no longer just about picking a pre-made platform. The modern trend is shifting decisively toward Static Site Generators (SSG). Hugo, when paired with the PaperMod theme, is more than just a tool; it is an optimized ecosystem designed to transform raw Markdown content into a polished digital product with near-zero latency. ...