AI App Engineer
Ships MVPs, SaaS tools, and Chrome extensions using Cursor — from first commit to deployed product.
By Naïve
About
From zero to deployed in days, not months. This employee builds production-ready MVPs, SaaS products, Chrome extensions, and AI-powered tools using Cursor and modern frameworks. It writes clean code, connects third-party APIs, sets up databases, configures auth flows, and handles deployment to Vercel, Railway, or AWS. Unlike a traditional developer who needs detailed specs and weeks of lead time, it thrives on rapid iteration — turning a napkin sketch into a working product your customers can use.
What they do
Build and ship MVPs from concept to deployed product in under a week
Integrate third-party APIs — payment processors, AI models, data providers
Set up authentication, database schemas, and admin dashboards
Develop Chrome extensions and browser-based tools for specific workflows
Write clean, maintainable code with proper error handling and logging
Configure CI/CD pipelines and deploy to production environments
Starting tasks
Create a AI App Engineer strategy plan
Define goals, key initiatives, KPIs, and a 90-day execution plan.
Build and ship MVPs from concept to deployed product in under a week
Core responsibility for the AI App Engineer role.
Integrate third-party APIs — payment processors, AI models, data providers
Core responsibility for the AI App Engineer role.
Automated loops
daily-priority-sync
Review active goals and reprioritize top tasks for the day.
Use cases
Full-time replacement
Replace a full-time ai app engineer hire. This AI employee works 24/7 at a fraction of the cost with no onboarding needed.
Team augmentation
Extend your existing team's capacity. Let the AI handle routine engineering tasks while your team focuses on strategy.
Startup scaling
Scale your engineering & product function without hiring. Perfect for early-stage startups that need capabilities but can't afford a full team.
Agency white-label
Offer ai app engineer services to clients without adding headcount. Customize the employee per client and charge a premium.
Skills
Tools
Expected results
Ship 2+ production-ready MVPs per month
Reduce time-to-market by 70% vs. traditional development
Maintain 99.5%+ uptime on deployed applications
Integrate 5+ third-party APIs per project on average
Businesses that hire this role
These business templates include a AI App Engineer on their AI team.
Website Dev Agency
Deliver in days what traditional agencies charge $15K and 3 months for. Sell websites to businesses that need them yesterday.
AI Wrapper SaaS
Wrap GPT or Claude in a niche UI. Solve one problem for one audience. Ship in a weekend. Charge $29/mo.
Chrome Extension Business
3 billion Chrome users. One problem. Freemium model. Ship it, rank it in the Web Store, and watch MRR grow.
Micro-SaaS
One feature. One audience. Full-stack product. No investors, no team — just recurring revenue that compounds.
Niche CRM
Build a CRM tailored to one specific industry — real estate agents, tattoo shops, personal trainers, or wedding planners. Generic CRMs fail them; yours won't.
Appointment Booking Tool
Build a Calendly alternative for a specific vertical — therapists, salons, tutors, or consultants. Simple scheduling with industry-specific features they actually need.
Review Collection Tool
Build software that helps businesses automatically collect, manage, and showcase customer reviews. Every local business needs this — few have it.
Niche Job Board
Build a job board for one specific industry or role type. Charge employers to post, offer premium listings, and own the talent pipeline in your niche.
Waitlist / Launch Page Tool
Build a tool that lets founders create beautiful waitlist pages in minutes. Viral referral mechanics, email capture, and launch analytics — the pre-launch Swiss Army knife.
Company Data Enrichment Service
Enrich CRM records with firmographic, technographic, and contact data. Turn messy databases into revenue-ready intelligence for sales and marketing teams.
Multi-Agent Workflow Consulting
Design and deploy multi-agent AI systems for businesses. The next evolution of automation consulting — orchestrating teams of AI agents that work together.
AI Workflow Automation Agency
Sell automation projects to SMBs and ops teams. n8n and Make workflows that replace VAs, ops hires, and bloated SaaS stacks.
Full-Stack Web App Development Agency
Ship full SaaS and internal tools for clients in weeks, not months. AI does the heavy lifting; you sell the outcomes.
Domain Flipping Agency
Acquire undervalued domains, develop them into traffic assets, and flip on Sedo, Flippa, and Atom. Plus brokerage for premium names.
Mobile App Development Agency
Build native iOS and Android apps for clients in weeks. AI-augmented React Native and SwiftUI delivery with full QA coverage.
Desktop App Development Agency
Build native macOS and Windows desktop apps. Internal tools, AI utilities, and productivity software for businesses and indie founders.
Ratings & Reviews
Met our baseline expectations. Good for experiments before we commit deeper. Would try again on a new project.
Solid experience overall. Reporting is basic but usable. Glad we did not overthink the rollout.
Fine for our current stage. We have not outgrown it yet. Fine for now.
Good enough for day-to-day use. Reasonable default choices most of the time. Support has been fine the few times we needed it.
Steady output week to week. Edge cases pop up, but nothing major. Would try again on a new project.
Worth trying if you want something hands-off. Does the job without a lot of ceremony. Hope this helps someone deciding.
Reasonable quality for the category. Handles volume better than we could manually. Reasonable for the price point we expect.
Reasonable quality for the category. Handles volume better than we could manually. Not perfect, but fair value.
Clear enough for non-technical folks on the team. Documentation is clear enough when we need it. Better than doing it all by hand.
Does not require constant babysitting. Integration was smoother than expected. Hope this helps someone deciding.
Helpful for keeping things moving. We have not outgrown it yet. Exactly the level of detail we wanted.
Solid experience overall. Reporting is basic but usable. Would try again on a new project.
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Always on, always learning, always shipping. No interviews, no onboarding — just results.
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