Menu

Golden Ratio in Code: How We Used φ to Balance an AI Knowledge Base
📰
0

Golden Ratio in Code: How We Used φ to Balance an AI Knowledge Base

DEV Community·Кирилл·about 1 month ago
#GTulU40o
Reading 0:00
15s threshold

Introduction to the Golden Ratio in Code I still remember the day I stumbled upon the concept of the Golden Ratio, φ (phi), and its potential applications in software development. Honestly, it was a game-changer for our project. As a senior Node.js developer, I was working on building an AI knowledge base for my system, which required a balanced and efficient architecture. After months of trial and error, I discovered that applying the Golden Ratio to our codebase resulted in a significant improvement in performance and scalability. Last Tuesday, I was reviewing our system's performance metrics and I was impressed by how well it was handling the load. The Problem: Unbalanced Knowledge Base Our system's knowledge base was growing rapidly, with thousands of nodes and relationships between them. The thing is, as the complexity increased, so did the query times and memory usage. I noticed that some nodes had an overwhelming number of connections, while others were left with only a few.…

Continue reading — create a free account

Join HashtagPLUS to read full articles, follow hashtags, vote, and join the conversation.

Read More