#ai Development Tutorials & Tips | Roast Dev

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Laravel x GPT-4o” Makes Browser Testing Super Efficient! Introducing the most powerful tool!

Introduction "I want to automate tests, but writing test code is a hassle...""It's hard to modify test code every time the UI changes...""Errors occur and it doesn't work..."Many developers m...

23.03.2025 0 Read More

FastMCP: Simplifying AI Context Management with the Model Context Protocol

As AI applications grow more sophisticated, integrating external data sources and tools efficiently becomes crucial. The Model Context Protocol (MCP) offers a standardized way to connect AI applicatio...

23.03.2025 0 Read More

MCP Isn’t the USB-C of AI — It’s Just a USB-Claude Dongle

Recently, Anthropic launched MCP (Model Context Protocol), attracting considerable attention from the tech community. Officially described as the "USB-C of the AI world," MCP attempts to align itself ...

23.03.2025 0 Read More

AI Needs More Than Just a Model: The Missing Role of Context, Orchestration, and Agents

Solving the AI Puzzle: Why External Context, Orchestration, and Agents Are Key to Intelligence Disclaimer: This blog is intended as a beginner-friendly guide to AI, specifically focu...

23.03.2025 0 Read More

What are MCP Servers

MCP Servers : MCP Servers are essentially regular servers equipped with various tools designed to interact with Large Language Models (LLMs) to perform specific actions beyond simple text pre...

23.03.2025 0 Read More

browse-use tutorial: Let AI control the browser and work for you. (Low-cost version)

This tutorial requires you to have Git, Python, pip, and VSCode (or another IDE). There are many related tutorials available, so if you haven't set up these applications, please search online or ask a...

23.03.2025 0 Read More

How docs AI search works: Mintlify-Style with OpenAI Agents SDK

Documentation remains a critical resource for developers, serving as the definitive guide and knowledge base for any software product or service. However, traditional keyword-based searches often fall...

23.03.2025 0 Read More

Notes from course: Generative AI with Large Language Models - Week 2

Notes from Week 1 Fine Tuning Fine tuning is the process of training the model with task-specific examples. This is done via supervised learning by providing samples of prompts and desired com...

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Notes from course: Generative AI with Large Language Models - Week 3

Notes from Week 1 Notes from Week 2 Reinforcement Learning from Human Feedback (RLHF) RLHF is essentially a fine-tuning with human feedback which helps to better align models with human prefer...

23.03.2025 0 Read More

Supercharge Your Coding with AI-Enhanced Shell Aliases

To streamline project analysis and improve collaboration with ChatGPT, I created a set of aliases: pfiles, pfilescd, ptree, ptreecd, pg, and pgcd. These aliases generate .txt files that provide a comp...

23.03.2025 0 Read More

Laravel x GPT-4o” Makes Browser Testing Super Efficient! Introducing the most powerful tool!

FastMCP: Simplifying AI Context Management with the Model Context Protocol

MCP Isn’t the USB-C of AI — It’s Just a USB-Claude Dongle

AI Needs More Than Just a Model: The Missing Role of Context, Orchestration, and Agents

What are MCP Servers

browse-use tutorial: Let AI control the browser and work for you. (Low-cost version)

How docs AI search works: Mintlify-Style with OpenAI Agents SDK

Notes from course: Generative AI with Large Language Models - Week 2

Notes from course: Generative AI with Large Language Models - Week 3

Supercharge Your Coding with AI-Enhanced Shell Aliases

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