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
Interview Prep 5m read
AI Mock Interviews: How to Practice Without Ruining Real Interviews

AI mock interviews help .NET developers practice coding and system design—but scripted ChatGPT loops can hurt real interviews. Learn structured prompts, limits, and when to use human mentors on Toolliyo.

Admin
136 0 0
Dev Tools 6m read
ChatGPT and Copilot for .NET Developers: Real Prompts That Work in Production

ChatGPT and GitHub Copilot for .NET developers: production-tested prompts for ASP.NET Core APIs, EF Core queries, unit tests, and code review—plus honest limits when AI-generated C# ships to prod.

Admin
129 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