Windsurf Project Ideas & Examples
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.
What Windsurf is Best For
Agentic coding
Codebase understanding
Multi-file editing
Code completion
Refactoring
Hand-picked
Start here: Windsurf projects worth shipping this weekend
These lean on Cascade — multi-file edits, APIs, and developer tools where an agentic IDE beats a blank chat window.
- Developer Tools
Doctor Debug: Plain-English Errors for AI Agents
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.
~10 hours to build
- Developer Tools
Code Coach: AI That Teaches You As You Build
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.
~10 hours to build
- AI Tools
Handraised: AI Teaching Assistant for Coding Classrooms
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.
~12 hours to build
- Developer Tools
AI Code Reviewer
Build an AI-powered GitHub bot that automatically reviews pull requests, catches bugs, and suggests improvements. Full build guide with AI prompts.
~10 hours to build
- Developer Tools
AI API Documentation Generator
Build a tool that auto-generates API documentation from your code. Point it at your codebase and get beautiful, interactive docs instantly.
~10 hours to build
- B2B
Client Portal Builder
White-label client portal for freelancers and small agencies. Instant setup, custom domains, Stripe payments. Priced under HoneyBook. Weekend MVP guide + prompts.
~12 hours to build
- SaaS
Conversational Analytics Digest
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 hours to build
- Developer Tools
AI Feedback Triage Widget
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 hours to build
- SaaS
AI Contract Decoder for Non-Lawyers
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 hours to build
- SaaS
Financial Toolkit for Bootstrapped SaaS Founders
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 hours to build
More Project Ideas for Windsurf
EtsyRankBooster: Etsy SEO Visibility Tool for POD Sellers
A free listing analysis and AI keyword-gap engine built for Etsy's algorithm, so print-on-demand and handmade sellers...
AI Proposal Generator for Consultants
An AI proposal generator that drafts client-ready scope, pricing, and timelines from a consultant's own past winning ...
AlgoAlly: YouTube Algorithm Intelligence Platform
Real-time YouTube algorithm-shift alerts and predictive forecasting for creators earning $2K-$50K/month who can't aff...
AI Wiki Keeper
An AI agent that watches GitHub, Slack, and Notion for changes and drafts wiki updates automatically, so internal doc...
AI API Cost Optimizer for Indie Builders
Solo builders juggle OpenAI, Anthropic, and Gemini bills with zero visibility. Build a cost-tracking proxy that shows...
AI Meeting Copilot
Build an AI meeting copilot that gives sales reps and teams live, in-call prompts — objection responses, follow-ups, ...
AI Zoning Intelligence for Real Estate Developers
Scan hundreds of municipal databases for zoning changes and permit filings before your competitors. Real-time alerts ...
Vibe Coders for Hire
Connect with elite AI-native developers who ship production-ready MVPs at startup speed. No agency slowness, no freel...
ReviewIQ
AI review intelligence for Shopify: auto-summarize PDP reviews, track weekly sentiment themes, and benchmark competit...
TrendScout
AI TikTok trend predictor for creators: catch sounds and challenges 24–48h before they peak. Cited market data, compe...
AI Personal Travel Planner
AI travel companion that generates complete, personalized itineraries from a single sentence—flights, hotels, restaur...
MeetingMood AI
A weekend-buildable SaaS that turns 5-second post-meeting check-ins into a personal emotional-intelligence dashboard ...
SMS Time Tracker for Side-Hustlers
A two-command SMS time tracker for gig workers, drivers, and weekend consultants who'll never open another app—text "...
Storefront for Custom AI Agents
A Shopify-style storefront and analytics suite for AI agent creators—publish custom agents, set pricing, handle meter...
AI Accountability Coach
A $19/month AI coach that learns what motivates you, checks in daily on your goals, and calls you out when you drift....
Recall Radar for E-commerce Sellers
Daily match of Amazon and Shopify catalogs against FDA, CPSC, and Health Canada recall feeds. SMS + email alerts with...
Vehicle Recall Alert Service
VIN-based recall alerts for used car owners. Enter your VIN once, get lifetime SMS and email alerts the moment NHTSA ...
Single-Event App Builder
Branded one-off event apps for weddings, corporate retreats, and family reunions. Per-event pricing. Apps expire with...
AI Landing Page Generator for E-commerce
Build conversion-focused landing pages in minutes with AI. A Pagely-style tool that integrates with Shopify and WordP...
AI Excel Formula Repair Tool
Audit any inherited Excel workbook for broken references, off-by-one ranges, and mismatched formulas, with fixes you ...
AI Expense Report Generator
Ship a receipt-scanning expense tool for freelancers and micro-SMBs. AI categorizes, PDF reports in one tap, priced u...
Focus Session Timer
Deep-work Pomodoro timer with analytics, website blocking, calendar sync. Flat annual pricing under Forest/Flow. Week...
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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.
Getting Started with Windsurf
- 1
Download Windsurf and open an empty folder (or an existing repo)
- 2
Open Cascade and paste a starter prompt — or describe the MVP in one paragraph
- 3
Let Cascade scaffold and edit across files; review diffs as you go
- 4
Run the app locally, fix the happy path, then commit and deploy
Need the tool itself? Visit Windsurf (opens in new tab)
Windsurf Starter Prompts
Copy and paste these prompts to kickstart your project.
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.
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.
Code Review
Review this codebase for security vulnerabilities, performance issues, and code quality problems. Provide specific recommendations with code examples for each issue found.
Next step
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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.
Browse all startup ideasEvery idea includes the stack, the build plan, and what it could earn.
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