Windsurf is Codeium's agentic IDE: Cascade understands your repo, edits across files, and pairs with you like a junior engineer who already read the codebase. Best for developers who want real projects — APIs, refactors, and multi-file MVPs — not chat-only drafts.
1 project ideas3 starter promptsWindows, macOS, Linux
2 hours. Your idea. Built live on .
Start here · hand-picked
These lean on Cascade — multi-file edits, APIs, and developer tools where an agentic IDE beats a blank chat window.
A watchdog that catches when a no-code AI agent breaks and explains the failure in plain English with a fix path, so marketers and operators can unstick their own automations.
An in-editor AI tutor that explains your code line by line as you write it, so self-taught devs and bootcamp grads finally understand what they shipped, not just that it works.
An in-editor AI assistant that flags stuck students on a live instructor dashboard and nudges them with hints, so coding bootcamps catch dropouts before they fall behind.
Build an AI-powered GitHub bot that automatically reviews pull requests, catches bugs, and suggests improvements. Full build guide with AI prompts.
Not scored yet
10 HRS · Cursor, Claude, Windsurf
Build a tool that auto-generates API documentation from your code. Point it at your codebase and get beautiful, interactive docs instantly.
Not scored yet
10 HRS · Cursor, Claude, Windsurf
One weekly email that translates GA4, Mixpanel, and Plausible data into plain-English insights. Each insight ends with one action. Built for non-technical founders who never open their dashboard.
10 HRS · Cursor, Claude, Windsurf
Embed-in-seconds widget that auto-categorizes user feedback into bugs, features, and praise, then ranks the top 3 priorities weekly. AI-native for solo devs.
10 HRS · Cursor, Claude, Windsurf
An AI contract decoder that turns dense legal documents into plain-English summaries with flagged risks, unusual clauses, and industry comparisons—for solo founders and small businesses who can't justify $500/hour attorney bills.
10 HRS · Cursor, Claude, Bolt.new
One dashboard for MRR, burn rate, runway, and pricing experiments—built for bootstrapped SaaS founders who need CFO-level clarity without the CFO price tag.
8 HRS · Cursor, Claude, Bolt.new
Audit any inherited Excel workbook for broken references, off-by-one ranges, and mismatched formulas, with fixes you approve one diff at a time.
12 HRS · Cursor, Claude, Windsurf
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The Weekend MVP newsletter: a validated idea with the stack, the build plan, and the prompts to ship it — including ideas suited to Windsurf.
Copy and paste these prompts to kickstart your project.
1 · Full-Stack Refactor
Analyze this codebase and refactor the authentication system to use JWT tokens instead of sessions. Update all affected files including API routes, middleware, and frontend components. Maintain backward compatibility.
2 · API Development
Create a RESTful API for [YOUR FEATURE] with proper error handling, validation, rate limiting, and authentication. Follow the existing patterns in this codebase for consistency. Include tests.
3 · Code Review
Review this codebase for security vulnerabilities, performance issues, and code quality problems. Provide specific recommendations with code examples for each issue found.
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Browse every validated idea on Weekend MVP — filter by category, build time, and revenue goal, then open the one you'd actually ship with Windsurf.
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