Turn tech articles and blog posts into prompts for Cursor, Claude Code & any AI coding agent
Paste an article link. Get the key takeaways and a ready-to-paste prompt that tells your coding agent how to apply them to your own codebase.
Works with any public article or blog post. Takeaways and your developer prompt are generated in one pass — most posts land in a few seconds.
What you get
Developer prompt
Paste into your AI IDE of choice — it reviews your repo and plans only the changes that genuinely fit.
Key takeaways
The concepts and lessons worth keeping, without the waffle.
Every prompt follows the same template, so your agent behaves consistently across articles. It starts by exploring your repository — the stack, conventions, folder structure and existing patterns — before it proposes anything.
Each takeaway from the article is then judged one by one and sorted into apply, adapt or skip, with a short reason for the call. Ideas that clash with your architecture, duplicate something you already do, or solve a problem your app does not have are explicitly dropped rather than shoehorned in.
The result is a plan grounded in your codebase: concrete, file-level suggestions for the lessons that genuinely fit, and an honest note on the ones that do not.
