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⭐ 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 : 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
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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
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Technology 6m read
System Design Series: OAuth 2.0 Explained Simply

System Design Series — Part 29 Have you ever clicked one of these buttons? Continue with Google Sign in with GitHub Login with Microsoft You didn't create a new password.

System Admin
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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
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Technology 6m read
System Design Series: Authentication vs Authorization Explained Simply

One of the most common interview questions is: "What's the difference between Authentication and Authorization?" Surprisingly, many developers use these terms interchangeably. But they are not the same thing.

System Admin
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Technology 6m read
System Design Series: gRPC Explained Simply

System Design Series — Part 26 Imagine you're building an online food delivery platform like Swiggy or Zomato. A customer places an order. Behind the scenes, multiple services need to communicate: Order Service Payment Service Restaurant Service Delivery Service Notification Service

System Admin
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Technology 7m read
GraphQL Explained Simply

System Design Series — Part 25 Imagine you're building an e-commerce application. The homepage needs to display: Product name Price Product image Average rating Seller name

System Admin
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Technology 6m read
Caching Explained Simply : System Design Series — Part 11

A few years ago, I worked on a project where a single database query took around 300 milliseconds. That doesn't sound bad. Until you realize: 10,000 users were executing the same query repeatedly. The database CPU started increasing.

System Admin
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Tutorials 5m read
Top 50 Toolliyo Learning Paths: How to Pick .NET, React, Azure, or MERN in 2025

A decision framework for fifty Toolliyo paths: match background, job market, and timeline to .NET, React, Azure, MERN, or full-stack .NET plus React in 2025.

Admin
116 0 0
Dev Tools 4m read
SEO for Developer Blogs and Tutorial Sites: The Toolliyo Growth Playbook

Technical SEO, keyword strategy, and content systems that grew Toolliyo tutorial traffic—structured data, internal linking, and avoiding AI slop penalties.

Admin
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Career Tips 5m read
Developer Burnout Recovery Plan That Actually Works for Software Engineers

A week-by-week recovery plan for software engineers: sustainable pace, boundary scripts, manager conversations, and when AI tools help versus hurt your energy.

Admin
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Career Tips 4m read
Remote .NET Jobs: Portfolio Projects That Get Recruiter Callbacks

Portfolio projects that stand out for remote .NET roles: what recruiters scan in 90 seconds, GitHub hygiene, deploy links, and three project archetypes that beat tutorial clones.

Admin
120 0 0
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