Templates and workflow for generating PRDs, Tech Designs, and MVP and more using LLMs for AI IDEs

A hand-picked collection of tools and resources for Vibe Coding

Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around, but you can apply…

A collection of resources to learn about MLOPs.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Free MLOps course from DataTalks.Club

Personalized Paper Recommender

Generation of software test scenarios using a RAG system with a local LLM (llama.cpp)

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

This repo contains the reference implementation for the Microsoft Foundry chat baseline reference architecture on Microsoft Learn.

This repo contains deep learning(DL) papers reviews, presentations on DL/DS topics, data science learning materials

Wireshark-like forensic analysis for Model Context Protocol communications Capture, inspect, and investigate all HTTP requests and responses between your IDE and MCP servers

Compendium of free ML reading resources

Codes/Notebooks for AI Projects

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

A security system to protect your vibecoded apps

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

A curated list of annual cyber security reports

Code for Chain-of-Thought Hijacking

Various AI Related Concepts Directory

"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspi…

Code that implements Factor Analysis of Information Risk (FAIR) in combination with MITRE ATT&CK using Markov Chain Monte Carlo (via PyMC) to determine the frequency of successful attacks.

mcp scan that scans any mcp server for indirect attack vectors and security or configuration vulnerabilities