A curated list of roadmaps, mostly about software development, which give you a clear route to improve your knowledge or skills.
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Year badges reflect the latest year explicitly shown by the upstream resource when available.
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C++ learning roadmap with articles, visual maps, and supporting resources. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Go developer roadmap covering language fundamentals, tooling, and backend topics. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Java developer roadmap with a current visual learning plan and practice topics. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Node.js developer roadmap covering fundamentals, tooling, and backend concepts. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
PHP roadmap with a visual map and companion video material. <img alt="Year 2021" src="https://img.shields.io/badge/Year-2021-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Rust web development roadmap covering language basics, frameworks, and deployment. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Angular roadmap covering core concepts, tooling, RxJS, state management, and testing. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Alternative Angular roadmap focused on what to learn next across the ecosystem. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
ASP.NET Core roadmap with a maintained visual path and multilingual documentation. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Interactive roadmaps, guides, and educational content for developers. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Free developer career roadmaps with 17 paths, 800+ topics, and 1700+ curated resources. PWA with offline support. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Frontend developer roadmap with a visual path across core web technologies, frameworks, and tooling. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Frontend interview checklist and roadmap published as a PDF. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="PDF roadmap" src="https://img.shields.io/badge/Format-PDF-B30B00?logo=adobeacrobatreader&logoColor=white">
Laravel learning roadmap that maps prerequisites, core topics, and ecosystem tools. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
React roadmap that links the framework to its surrounding ecosystem and tooling. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Vue.js roadmap for building a well-rounded frontend skill set around Vue. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Android learning roadmap with visual maps, study notes, and companion material. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Alternative Android roadmap with comprehensive learning paths across the Android ecosystem. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Flutter roadmap focused on app development topics, tooling, and developer workflow. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Apple platform development roadmap that outlines the main topics and tools used in iOS development. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Step-by-step DevOps roadmap with learning resources across Git, Linux, containers, CI/CD, cloud, and observability. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Platform engineering roadmap published as an interactive website with a GitHub-backed source repository. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github"> <img alt="Interactive website" src="https://img.shields.io/badge/Format-Website-0A66C2">
Game development roadmap for building the required foundation, tools, and specialties. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Study path for game programmers with an emphasis on core engineering topics. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Production-aware AI agent roadmap covering MCP, memory, RAG, workflows, evaluation, safety, and multi-agent systems. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Systematic AI agent development roadmap covering LLM agents, RAG, tool use, memory, LangGraph, MCP, multi-agent systems, and agentic RL. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Agentic AI curriculum focused on building production-grade LangGraph systems and supporting resources. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Agentic engineering roadmap and handbook covering MCP, harnesses, evals, coding agents, and production agent systems. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
AI engineering roadmap focused on LLM applications, RAG, agents, and LLMOps. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Artificial intelligence roadmap covering theory, tools, and hands-on practice. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Beginner-friendly 12-week artificial intelligence curriculum with 24 ordered lessons, quizzes, labs, and practical notebooks covering symbolic AI, deep learning, computer vision, NLP, reinforcement learning, and AI ethics. <img alt="Course" src="https://img.shields.io/badge/Format-Course-0A66C2"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Free zero-budget job-ready roadmaps for AI Engineer, AI Governance Specialist, and GTM Engineer roles. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Full data analyst roadmap covering statistics, Excel, SQL, BI, Python, and communication skills. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Data engineering study guide for the modern data stack. <img alt="Year 2021" src="https://img.shields.io/badge/Year-2021-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Data science roadmap built from learning paths used across major tech companies. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Companion tutorials and notes for a visual data science roadmap. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Reading roadmap through influential deep learning papers. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Deep learning starter roadmap with curated references and explanations. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Roadmap of a Forward Deployed Engineer who partners with customers to design, build, and deploy production-ready enterprise systems. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Free hands-on AI agents course covering agent fundamentals, smolagents, LangGraph, LlamaIndex, use cases, and evaluation challenges. <img alt="Course" src="https://img.shields.io/badge/Format-Course-0A66C2">
Free LLM course with roadmap-style progression and practical Colab notebooks. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Practical LLM systems roadmap covering internals, inference, RAG, agents, evaluation, and production architecture. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
NLP study roadmap with mind maps and keyword-based learning guidance. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Cybersecurity roadmap spanning web, network, cloud, container security, DevSecOps, and role-specific guidance. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Quality assurance and test automation roadmap for software engineers. <img alt="Year 2021" src="https://img.shields.io/badge/Year-2021-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Digital forensics and incident response roadmap for learners building DFIR skills. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Embedded systems roadmap for beginners and practitioners, with curated learning resources and supporting material. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
FPGA and ASIC engineering roadmap for learners targeting digital hardware and chip design roles. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Archived guide for beginner pentesters with curated tools and references. <img alt="Year 2023" src="https://img.shields.io/badge/Year-2023-yellow"> <img alt="Archived repository" src="https://img.shields.io/badge/Status-Archived-6e7781">
Comprehensive mathematics roadmap spanning foundations, core fields, and advanced topics. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Software architecture roadmap for developers moving toward architect responsibilities. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Software design and architecture roadmap for generalist developers. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
System design and architecture roadmap focused on large-scale design topics. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
UI/UX design roadmap covering the main skills and disciplines in product design. <img alt="Year 2017" src="https://img.shields.io/badge/Year-2017-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Curated collection of online learning paths and university-level course material. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Free cross-platform search engine indexing 50,000+ tutorials from Udemy, Skillshare, Pluralsight, and other major learning platforms across 45+ categories. <img alt="Search tool" src="https://img.shields.io/badge/Type-Tool-0A66C2">
Medium article with a step-by-step Android learning roadmap and supporting resources. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="Medium article" src="https://img.shields.io/badge/Medium-Article-000000?logo=medium">
Open-source book on AI agent design and engineering, with bilingual (Chinese/English) text and per-chapter code covering context engineering, tools, evaluation, and multi-agent systems. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Book" src="https://img.shields.io/badge/Format-Book-6F42C1"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Article covering a backend learning path across web fundamentals, programming languages, databases, APIs, security, and frameworks. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Anthropic engineering article covering practical patterns for workflows, autonomous agents, evaluation, and agent-computer interfaces. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Article outlining cybersecurity career paths, core skills, and a staged roadmap for getting started. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Blog article covering a data analytics learning path, skills, and tooling. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Anthropic engineering article explaining context engineering strategies for long-running AI agents. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Article mapping a full-stack learning path across frontend, backend, databases, version control, and projects. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Blog article outlining a Java full-stack learning path and related career topics. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Article covering a structured SQL learning path from fundamentals to advanced querying and database skills. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
Roadmap-style article explaining the vulnerability management lifecycle, its phases, and how mature VM programs evolve over time. <img alt="Year 2023" src="https://img.shields.io/badge/Year-2023-yellow"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">