* Update why-red-team-ai-systems@fNTb9y3zs1HPYclAmu_Wv.md * Update prompt-engineering@gx4KaFqKgJX9n9_ZGMqlZ.md * Update generative-models@3XJ-g0KvHP75U18mxCqgw.md * Update prompt-hacking@1Xr7mxVekeAHzTL7G4eAZ.md * Update jailbreak-techniques@Ds8pqn4y9Npo7z6ubunvc.md * Update countermeasures@G1u_Kq4NeUsGX2qnUTuJU.md * Update forums@Smncq-n1OlnLAY27AFQOO.md * Update lab-environments@MmwwRK4I9aRH_ha7duPqf.md * Update ctf-challenges@2Imb64Px3ZQcBpSQjdc_G.md * Update ctf-challenges@2Imb64Px3ZQcBpSQjdc_G.md * Update industry-credentials@HHjsFR6wRDqUd66PMDE_7.md * Update agentic-ai-security@FVsKivsJrIb82B0lpPmgw.md * Update responsible-disclosure@KAcCZ3zcv25R6HwzAsfUG.md * Update benchmark-datasets@et1Xrr8ez-fmB0mAq8W_a.md * Update adversarial-examples@xjlttOti-_laPRn8a2fVy.md * Update large-language-models@8K-wCn2cLc7Vs_V4sC3sE.md * Update introduction@HFJIYcI16OMyM77fAw9af.md * Update ethical-considerations@1gyuEV519LjN-KpROoVwv.md * Update role-of-red-teams@Irkc9DgBfqSn72WaJqXEt.md * Update threat-modeling@RDOaTBWP3aIJPUp_kcafm.md * Update direct@5zHow4KZVpfhch5Aabeft.md * Update indirect@3_gJRtJSdm2iAfkwmcv0e.md * Update model-vulnerabilities@uBXrri2bXVsNiM8fIHHOv.md * Update model-weight-stealing@QFzLx5nc4rCCD8WVc20mo.md * Update unauthorized-access@DQeOavZCoXpF3k_qRDABs.md * Update data-poisoning@nD0_64ELEeJSN-0aZiR7i.md * Update model-inversion@iE5PcswBHnu_EBFIacib0.md * Update code-injection@vhBu5x8INTtqvx6vcYAhE.md * Update remote-code-execution@kgDsDlBk8W2aM6LyWpFY8.md * Update api-protection@Tszl26iNBnQBdBEWOueDA.md * Update authentication@J7gjlt2MBx7lOkOnfGvPF.md * Update white-box-testing@Mrk_js5UVn4dRDw-Yco3Y.md * Update white-box-testing@Mrk_js5UVn4dRDw-Yco3Y.md * Update white-box-testing@Mrk_js5UVn4dRDw-Yco3Y.md * Update automated-vs-manual@LVdYN9hyCyNPYn2Lz1y9b.md * Update specialized-courses@s1xKK8HL5-QGZpcutiuvj.md
roadmap.sh
Community driven roadmaps, articles and resources for developers
Roadmaps are now interactive, you can click the nodes to read more about the topics.
View all Roadmaps · Best Practices · Questions
Here is the list of available roadmaps with more being actively worked upon.
Have a look at the get started page that might help you pick up a path.
- Frontend Roadmap / Frontend Beginner Roadmap
- Backend Roadmap / Backend Beginner Roadmap
- DevOps Roadmap / DevOps Beginner Roadmap
- Full Stack Roadmap
- Git and GitHub
- API Design Roadmap
- Computer Science Roadmap
- Data Structures and Algorithms Roadmap
- AI and Data Scientist Roadmap
- AI Engineer Roadmap
- AWS Roadmap
- Cloudflare Roadmap
- Linux Roadmap
- Terraform Roadmap
- Data Analyst Roadmap
- MLOps Roadmap
- Product Manager Roadmap
- Engineering Manager Roadmap
- QA Roadmap
- Python Roadmap
- Software Architect Roadmap
- Game Developer Roadmap / Server Side Game Developer
- Software Design and Architecture Roadmap
- JavaScript Roadmap
- TypeScript Roadmap
- C++ Roadmap
- React Roadmap
- React Native Roadmap
- Vue Roadmap
- Angular Roadmap
- Node.js Roadmap
- PHP Roadmap
- GraphQL Roadmap
- Android Roadmap
- iOS Roadmap
- Flutter Roadmap
- Go Roadmap
- Rust Roadmap
- Java Roadmap
- Spring Boot Roadmap
- Design System Roadmap
- PostgreSQL Roadmap
- SQL Roadmap
- Redis Roadmap
- Blockchain Roadmap
- ASP.NET Core Roadmap
- System Design Roadmap
- Kubernetes Roadmap
- Cyber Security Roadmap
- MongoDB Roadmap
- UX Design Roadmap
- Docker Roadmap
- Prompt Engineering Roadmap
- Technical Writer Roadmap
- DevRel Engineer Roadmap
There are also interactive best practices:
- Backend Performance Best Practices
- Frontend Performance Best Practices
- Code Review Best Practices
- API Security Best Practices
- AWS Best Practices
..and questions to help you test, rate and improve your knowledge
Share with the community
Please consider sharing a post about roadmap.sh and the value it provides. It really does help!
Development
Clone the repository, install the dependencies and start the application
git clone git@github.com:kamranahmedse/developer-roadmap.git
cd developer-roadmap
npm install
npm run dev
Note: use the depth parameter to reduce the clone size and speed up the clone.
git clone --depth=1 https://github.com/kamranahmedse/developer-roadmap.git
Contribution
Have a look at contribution docs for how to update any of the roadmaps
- Add content to roadmaps
- Add new roadmaps
- Suggest changes to existing roadmaps
- Discuss ideas in issues
- Spread the word
Thanks to all contributors ❤
License
Have a look at the license file for details

