Agentic Engineer Roadmap by aasha

Intro to LLMs

Intro to LLMs

Andrej Karpathy

LLMs from Scratch

LLMs from Scratch

Stanford CS229

Deep Dive into LLMs

Deep Dive into LLMs

Andrej Karpathy

How Tokens Work

How Tokens Work

Andrej Karpathy

Build GPT in Code

Build GPT in Code

Andrej Karpathy

Prompt Engineering

Prompt Engineering

Claude docs

Context Engineering

Context Engineering

Anthropic

Software Is Changing Again

Software Is Changing Again

Andrej Karpathy, YC

langchain-ai /langgraph

LangGraph

Agents as graphs

crewAIInc /crewAI

CrewAI

Teams of agents

mastra-ai /mastra

Mastra

Agents in TypeScript

pydantic /pydantic-ai

Pydantic AI

Typed agents in Python

openai /openai-agents-python

OpenAI Agents SDK

Multi agent workflows

google /adk-python

Google ADK

Agent kit by Google

huggingface /smolagents

smolagents

Agents that write code

microsoft /autogen

AutoGen

Agents that talk to agents

run-llama /llama_index

LlamaIndex

Agents over your data

Search & Research

Parallel

Parallel

Web search for agents

Tavily

Tavily

Search API built for agents

Exa

Exa

Search the web by meaning

Firecrawl

Firecrawl

Turn sites into clean data

Brave Search MCP

Brave Search MCP

Brave search as an MCP server

Code Execution / Sandboxes

E2B

E2B

Safe cloud sandboxes

Daytona

Daytona

Fast sandboxes for AI code

Modal

Modal

Run code on cloud GPUs

vercel /sandbox

Vercel Sandbox

Run untrusted code on Vercel

Browser Control

Browser Use

Browser Use

Agents that use websites

Browserbase

Browserbase

Headless browsers in the cloud

Stagehand

Stagehand

Browser automation with AI

microsoft /playwright-mcp

Playwright MCP

Let agents drive a browser

Memory

Mem0

Mem0

Long term memory

Supermemory

Supermemory

Memory API for AI apps

Letta

Letta

Agents that remember

Zep

Zep

Memory from chats and data

App / Tool Connections

ComposioHQ /composio

Composio

Connect agents to 250+ apps

Arcade

Arcade

Tools that act for your users

Nango

Nango

Auth and APIs for 500+ apps

Photon

Photon

Agents in iMessage and WhatsApp

Plasma

Plasma

Run and connect teams of agents

Observability & Eval

LangSmith

LangSmith

Trace and test agents

Langfuse

Langfuse

Open source traces and evals

Helicone

Helicone

Logs and costs for LLM calls

mattpocock /skills

Grill Me

Matt Pocock, agent quizzes your plan

Taste Skill

Taste Skill

Stops generic AI frontends

aashaexo /soundshuman

Sounds Human

aasha, keeps AI slop out of text

Bencho

Bencho

Live UI blocks for your projects

coreyhaines31 /marketingskills

Marketing Skills

SEO, copy and growth

obra /superpowers

Superpowers

A full dev workflow for agents

DietrichGebert /ponytail

Ponytail

Write less code

nextlevelbuilder /ui-ux-pro-max-skill

UI/UX Pro Max

Design help for UI work

Graphify-Labs /graphify

Graphify

Turn code into a knowledge graph

JuliusBrussee /caveman

Caveman

Cuts tokens with short replies

addyosmani /agent-skills

Addy Osmani Skills

Engineering skills for coding agents

Egonex-AI /Understand-Anything

Understand Anything

Explore any codebase as a graph

ComposioHQ /awesome-claude-skills

Awesome Claude Skills

A big list of Claude skills

tt-a1i /archify

Archify

Turn ideas into diagrams

pbakaus /impeccable

Impeccable

Better design from your agent

anthropics /skills

Agent Skills

Official skills by Anthropic

nirdiamant /GenAI_Agents

GenAI Agents

Agent tutorials with use cases

nirdiamant /agents-towards-production

Agents to Production

Ship agents for real

nirdiamant /RAG_Techniques

RAG Techniques

Every RAG pattern

Shubhamsaboo /awesome-llm-apps

Awesome LLM Apps

Agent apps to copy

e2b-dev /awesome-ai-agents

Awesome AI Agents

A big list of agents

anthropics /claude-cookbooks

Claude Cookbooks

Recipes for Claude

rasbt /LLMs-from-scratch

LLMs from Scratch Code

Build a GPT step by step

karpathy /nanochat

nanochat

A small ChatGPT clone

lllyasviel /Fooocus

Fooocus

Free image generation

openai /whisper

Whisper

Free transcription

plausible /analytics

Plausible

Open source Google Analytics

AppFlowy-IO /AppFlowy

AppFlowy

Open source Notion

penpot /penpot

Penpot

Open source Figma

immich-app /immich

Immich

Self hosted Google Photos

anyproto /anytype-ts

Anytype

Local first notes

twentyhq /twenty

Twenty

Open source Salesforce

papermark /papermark

Papermark

Open source DocSend

jellyfin /jellyfin

Jellyfin

Your own Netflix

tldraw /tldraw

tldraw

Open source whiteboard

documenso /documenso

Documenso

Open source DocuSign

Agentic AI Overview

Agentic AI Overview

Stanford Online

Building Effective Agents

Building Effective Agents

Barry Zhang, Anthropic

Building and Evaluating Agents

Building and Evaluating Agents

Sayash Kapoor

Build an Agent from Scratch

Build an Agent from Scratch

Kam Lasater

Agentic Engineering Workflow

Agentic Engineering Workflow

David Ondrej

How to Use Grok Bot

How to Use Grok Bot

aasha

How FDEs Deploy AI Agents

How FDEs Deploy AI Agents

Greg Isenberg

Skills v1.3 Walkthrough

Skills v1.3 Walkthrough

Matt Pocock, on X

PhiloAgents Course

PhiloAgents Course

The Neural Maze, playlist

microsoft /ai-agents-for-beginners

AI Agents for Beginners

Microsoft course

Building Effective Agents Post

Building Effective Agents Post

Anthropic blog

A Practical Guide to Agents

A Practical Guide to Agents

OpenAI, PDF

humanlayer /12-factor-agents

12 Factor Agents

Rules for reliable agents

LLM Powered Agents

LLM Powered Agents

Lilian Weng