#ai Development Tutorials & Tips | Roast Dev

100daysofcode 100daysofdevops 100pay 10mistakes 10yearworkanniversary 11 11labs 11tly 11ty 127001

How to Deploy a LLM Locally and Make It Accessible from the Internet

This post shares my personal experience on how to deploy a LLM locally and make it accessible from the public internet. Requirements A personal computer A server with a public IP address The ...

29.03.2025 0 Read More

🚴‍♂️ Calories Predictor: Predict Calories Burned on a Bike Ride Using Machine Learning

What if you could predict how many calories you burn on your next bike ride — using machine learning?I just built a full-stack ML app that does exactly that.👇 Here's how I did it. 💡 Th...

29.03.2025 0 Read More

Backend vs. Frontend: Which Path Should You Choose?

Backend vs. Frontend: Which Path Should You Choose? Choosing between backend and frontend development is one of the biggest decisions for new programmers. Both paths offer excellent career opportunit...

29.03.2025 0 Read More

The Ultimate Guide to LiteLLM Callbacks: From Zero to Hero for Beginners

You're using LiteLLM to effortlessly manage calls to various Large Language Models (LLMs) like GPT-4, Claude, Gemini, and more. It's fantastic! But have you ever wished you could peek behind the curta...

29.03.2025 0 Read More

Everything You Need to Know About LiteLLM Python SDK

This guide provides a comprehensive deep-dive into the LiteLLM Python SDK, designed to help you effectively integrate over 100+ Large Language Models (LLMs) into your applications using a single, cons...

29.03.2025 0 Read More

Building LiteLLM Plugins with `async_pre_call_hook` for Proxy Mode

You're using the LiteLLM Proxy, appreciating its ability to unify access to various Large Language Models (LLMs). But what if you need more? What if you need to dynamically route requests based on use...

29.03.2025 0 Read More

Warp: O Terminal com IA que Todo Desenvolvedor Precisa Conhecer

Um item essencial no arsenal de todo dev é o terminal. E, como muitos desenvolvedores, sou fã de personalizar ao máximo, deixando tudo “clean” e "coloridinho" pra dar aquele boost no FPS.O prob...

29.03.2025 0 Read More

Building an Intelligent AI System for Dairy Farm Management: The FarmersMilk Story

The AI systems I developed for FarmersMilk, a dairy tech platform combining .NET, Blazor, Python, FastAPI, and AI agents to transform traditional farm operations. This real-world implementation demons...

29.03.2025 0 Read More

The Future of AI-Assisted Software Development: Vibe Coding.

Introduction The world of software development is undergoing a seismic shift with the rise of vibe coding—a term coined by Andrej Karpathy in 2025. This new paradigm moves away from traditi...

29.03.2025 0 Read More

The Future of Software Development: Will AI Take Over, or Will Humans Still Rule?

If you’re new to the world of coding, you might have heard a big question buzzing around: What’s the future of software development with artificial intelligence (AI) in the picture? Some people wo...

29.03.2025 0 Read More

How to Deploy a LLM Locally and Make It Accessible from the Internet

🚴‍♂️ Calories Predictor: Predict Calories Burned on a Bike Ride Using Machine Learning

Backend vs. Frontend: Which Path Should You Choose?

The Ultimate Guide to LiteLLM Callbacks: From Zero to Hero for Beginners

Everything You Need to Know About LiteLLM Python SDK

Building LiteLLM Plugins with `async_pre_call_hook` for Proxy Mode

Warp: O Terminal com IA que Todo Desenvolvedor Precisa Conhecer

Building an Intelligent AI System for Dairy Farm Management: The FarmersMilk Story

The Future of AI-Assisted Software Development: Vibe Coding.

The Future of Software Development: Will AI Take Over, or Will Humans Still Rule?

#reading

#popular