diff --git a/roadmaps/vibe-coding/content/copilot@Ubk4GN0Z4XlDJ3EbRXdxg.md b/roadmaps/vibe-coding/content/copilot@Ubk4GN0Z4XlDJ3EbRXdxg.md
index 1eca2ccaf..897215093 100644
--- a/roadmaps/vibe-coding/content/copilot@Ubk4GN0Z4XlDJ3EbRXdxg.md
+++ b/roadmaps/vibe-coding/content/copilot@Ubk4GN0Z4XlDJ3EbRXdxg.md
@@ -6,5 +6,4 @@ Visit the following resources to learn more:
 
 - [@official@GitHub Copilot Docs](https://docs.github.com/en/copilot)
 - [@official@Tutorials](https://docs.github.com/en/copilot/tutorials)
-- [@article@Claude Code vs GitHub Copilot: Which Should You Pick?](https://roadmap.sh/claude-code/vs-github-copilot)
 - [@video@Getting started with GitHub Copilot | Tutorial](https://www.youtube.com/watch?v=n0NlxUyA7FI)
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diff --git a/roadmaps/vibe-coding/content/windsurf@Xsl8mx6J182TxPPtNP471.md b/roadmaps/vibe-coding/content/windsurf@Xsl8mx6J182TxPPtNP471.md
index 2b12dca63..217f2628b 100644
--- a/roadmaps/vibe-coding/content/windsurf@Xsl8mx6J182TxPPtNP471.md
+++ b/roadmaps/vibe-coding/content/windsurf@Xsl8mx6J182TxPPtNP471.md
@@ -1,9 +1,9 @@
-# Windsurf
+# Devin
 
-Windsurf is an AI-powered code editor developed by Codeium. It combines code generation, editing, and navigation in a single environment and is designed to keep context across the entire codebase rather than just the file you are working on. It is a practical alternative to Cursor for developers who want deep AI integration without leaving the editor.
+Devin is an autonomous software engineer powered by AI that can handle entire development projects from start to finish. It functions as a virtual teammate capable of writing code, debugging errors, and deploying applications independently. Formerly known as Windsurf, the platform integrates deeply into the development workflow to execute complex tasks based on natural language prompts. It manages the full lifecycle of a task by navigating terminal commands, reading documentation, and testing its own work in real time.
 
 Visit the following resources to learn more:
 
-- [@official@Windsurf Docs](https://docs.windsurf.com/windsurf/getting-started)
-- [@video@Windsurf Tutorial for Beginners (AI Code Editor) - Better than Cursor??](https://www.youtube.com/watch?v=8TcWGk1DJVs)
-- [@video@Windsurf AI Tutorial for Beginners](https://www.youtube.com/watch?v=x1VCmB__TDo)
\ No newline at end of file
+- [@official@Devin Docs](https://docs.devin.ai/get-started/devin-intro)
+- [@video@Devin AI Is the Future of Coding… Full Tutorial](https://www.youtube.com/watch?v=GFlFABWeqDc)
+- [@video@Devin AI Tutorial - 2026 | How to Use Devin AI? (Step-by-step Guide)](https://www.youtube.com/watch?v=X533xEtOEDo)
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