Knowledge Base

Toolliyo Blog

Insights, tutorials, and career tips from the engineering community

LinkedIn articles
All Technology Career Tips Interview Prep Dev Tools Industry News Tutorials Best Practices General AI & Developer Tools
⭐ Featured Technology
What Are AI Tokens? Understanding Context Windows, Input Tokens, and Output Tokens

Learn what AI tokens are, how tokenization works, input vs output tokens, context windows, LLM token limits, API costs, and practical token optimization techniques.

System Admin 18m read 15 0
⭐ Featured Technology
What Is Top-P Sampling? How AI Selects Which Words to Generate

Learn what Top-P Sampling is, how Nucleus Sampling works, token probability, Top-P vs Temperature, Top-K sampling, and practical LLM API examples for developers.

System Admin 13m read 15 0
⭐ Featured Technology
What Is AI Model Temperature? How AI Controls Creativity and Randomness

Learn what AI model temperature is, how it controls token sampling, low vs high temperature, Top-P comparison, practical examples, and how developers configure LLM APIs.

System Admin 13m read 13 0
Technology 6m read
System Design Series: SQL vs NoSQL Explained Simply

Imagine you're building the next Amazon. Your application needs to store: Customer information Product catalog Orders Payments Reviews Shopping carts One of the first questions you'll face is: Should I use SQL or NoSQL?

System Admin
146 0 0
Technology 6m read
System Design Series: Database Indexing Explained Simply

Imagine you're using Amazon during the Big Billion Sale. You search for: "iPhone 16 Pro" Within milliseconds, thousands of matching products appear. Now imagine Amazon had to scan every product in its database before showing the results. Instead of milliseconds... It could take minutes. Imagine the experience for millions of users.

System Admin
145 0 0
Technology 7m read
System Design Series: Circuit Breaker Pattern Explained Simply

System Design Series — Part 32 Imagine you're using Amazon during a big sale. You click "Buy Now." Behind the scenes, your request travels through multiple services: Order Service Payment Service Inventory Service Notification Service Shipping Service

System Admin
129 0 0
Technology 6m read
System Design Series : Rate Limiting Explained Simply

System Design Series — Part 31 Imagine you've built a successful e-commerce application. Everything works perfectly. One day, your API suddenly receives 2 million requests in just a few minutes. Some requests come from real users.

System Admin
126 0 0
Technology 6m read
System Design Series : Session Management Explained Simply

System Design Series — Part 30 Imagine you log in to your internet banking application. You enter your username and password only once. After logging in, you can: Check your account balance Transfer money Download statements Pay bills You never enter your password again until you log out. But here's the question:

System Admin
168 0 0
Technology 7m read
System Design Series: JWT Authentication Explained Simply

How does the server know it's still you? Does the server remember every logged-in user? Not usually. Instead, most modern applications use something called a JWT (JSON Web Token). JWT is one of the most widely used authentication mechanisms in modern web applications, mobile apps, APIs, and microservices.

System Admin
157 0 0
Toolliyo Assistant
Ask about tutorials, ebooks, training, pricing, mentor services, and support. I use public site content only—not admin or internal tools.

care@toolliyo.com

Need callback? Share your details