BuildSoftware.AI

The ultimate resource hub for building software with AI. Curated videos, repositories, and guides on LLMs, AI Agents, and Machine Learning engineering.

Video

LLM Introduction

A comprehensive intro to Large Language Models by Andrej Karpathy.

LLMs from Scratch

Build a GPT-style model from scratch in Python.

Agentic AI Overview (Stanford)

Andrew Ng on the future of agentic workflows.

Building and Evaluating Agents

Deep dive into testing and refining AI agents.

Building Effective Agents

Anthropic's guide to reliable agent design.

Building Agents with MCP

Using Model Context Protocol for smarter agents.

Building an Agent from Scratch

Live coding a custom agent framework.

Philo Agents

Series on philosophical approaches to AI alignment.

Best AI Coding Tools 2025

The best AI coding tools for developers that are actually useful.

AI Tools Every Developer Should Know

Essential AI tools for modern software development.

Mistral Devstral 2

NEW Agentic Coding LLM with vision - opensource and powerful.

Build an App with AI in 2026

How to build apps using vibe coding and no code tools.

DSPy

Framework for programming—not prompting—language models.

GenAI Agents

Comprehensive guide for building intelligent, interactive AI systems.

Microsoft's AI Agents for Beginners

12 Lessons to Get Started Building AI Agents

Prompt Engineering Guide

Guides, papers, lessons, notebooks and resources for prompt engineering.

Hands-On Large Language Models

Official code repo for the O'Reilly Book - 'Hands-On Large Language Models'

Made with ML

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

Hands-On AI Engineering

Practical LLM-powered apps and agent examples.

Awesome Generative AI Guide

A one stop repository for generative AI research updates and tools.

Designing Machine Learning Systems

Summaries and resources for Designing Machine Learning Systems book.

Machine Learning for Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all.

LLM Course

Course to get into Large Language Models (LLMs) with roadmaps.

Awesome Cursorrules

Configuration files that enhance Cursor AI editor experience with custom rules and behaviors.

Better Agents

Standards for building agents, better.

Brainstormers

Specialized agents designed to power your brainstorming sessions.

ADK Deep Search Agent

Google's Agent Development Kit sample for deep search functionality.

Atlas MCP Server

Neo4j-powered task management system for LLM Agents with three-tier architecture.

Google's Agent Whitepaper

Google's comprehensive framework for agentic systems.

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Feb 2025

Guide

Google's Agent Companion

Practical implementation companion to the whitepaper.

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Feb 2025

Guide

Building Effective Agents

Best practices for reliable agent orchestration.

Claude Code Best Practices

Optimizing prompts and context for Claude.

OpenAI's Agent Guide

Strategic guide to enterprise agent deployment.

How to Write a Great Agents.md

Best practices for documenting AI agents from 2500+ repos.

Context Engineering Guide

Guide on context engineering, sessions, and memory management for AI agents.

Nested Learning: A New ML Paradigm

Introducing Nested Learning for continual learning in machine learning systems.

Understanding Deep Learning

A comprehensive modern textbook on Deep Learning.

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May 2025

Book

Building an LLM from Scratch

Code your own LLM from the ground up.

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Sep 2024

Book

The LLM Engineering Handbook

Practical patterns for production LLM systems.

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May 2025

Book

AI Agents: The Definitive Guide

Complete reference for autonomous agent architecture.

Building Apps with AI Agents

Hands-on guide to agent-based application dev.

AI Agents with MCP

Mastering the Model Context Protocol.

AI Engineering

Foundations of engineering robust AI systems.

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Feb 2025

Paper

ReAct

Synergizing reasoning and acting in language models.

Generative Agents

Interactive simulacra of human behavior.

Toolformer

Language models can teach themselves to use tools.

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2023

Paper

Chain-of-Thought Prompting

Eliciting reasoning in large language models.

Latent Collaboration in Multi-Agent Systems

Multi-agent systems extending LLMs from independent single-model reasoning.

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Nov 2025

Paper

What Is AGI?

Exploring the definition and research landscape of Artificial General Intelligence.

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Mar 2025

Paper

Deep Research Survey

Comprehensive survey on deep research methodologies and AI-powered research.

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2025

Paper

Evo-Memory

Benchmarking LLM agent test-time learning with self-evolving memory.

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Nov 2025

Paper

The Hive Mind is a Single RL Agent

Decision-making in natural and artificial multi-agent systems.

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Oct 2024

Paper

Nested Learning Framework

Framework for nested learning in continual learning systems.

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2024

Paper

Attention Is All You Need

The foundational Transformer architecture paper from NeurIPS 2017.

HuggingFace's Agent Course

Official course on building agents with Hugging Face.

MCP with Anthropic

Learn to build rich context apps with MCP.

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2024

Course

Building Vector Databases

Deep dive into vector search and storage.

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2024

Course

Vector Databases to Apps

Connecting embeddings to real-world apps.

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2024

Course

Agent Memory

Implementing long-term memory for agents.

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2024

Course

Claude Code in Action

Official interactive course for mastering Claude Code.

NVIDIA AI Courses

NVIDIA's comprehensive AI and deep learning course catalog.

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2024

Course

DAIR.AI Courses

Comprehensive AI and prompt engineering courses by DAIR.AI.

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2024