ShipIt Clean is in Beta Launch — The Goal is Perfection  —  CONTACT
AI Code Improvement Platform
🚀

Find What's Missing
Build What Matters

AI agents analyze your codebase and tell you what to build next. Not a linter -- a product advisor that reads source code.

Every codebase has gaps the developer cannot see because they are too close to the code. ShipIt Clean deploys multiple independent AI agents that analyze your project from different perspectives -- feature completeness, architecture, performance, developer experience, scalability, and more -- and deliver a prioritized Opportunity Report of what would make your product stronger.

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100+
Improvement Agents
10
Analysis Categories
60s
Average Analysis
Free
First Analysis

How It Works

1
Submit Code
GitHub repo, GitLab repo, zip upload, or paste. We read your code like a senior architect would.
2
Agents Analyze
Multiple specialized agents examine your codebase from different perspectives -- features, architecture, performance, DX, scalability, and more.
3
Get Opportunities
Prioritized Opportunity Report: what to build, what to improve, what to fix -- sorted by impact vs effort.

10 Analysis Categories

💡 Feature Gaps
Missing features, incomplete CRUD, empty states, onboarding flows, and functionality that competing products have.
🏗 Architecture
Scalability bottlenecks, missing caching, monolithic components, hardcoded values, and structural improvements.
⚡ Performance
Blocking operations, missing memoization, unoptimized queries, and opportunities for async, batching, or parallelization.
🛠 Developer Experience
Missing docs, setup scripts, error messages, logging, observability, and development tooling.
🔬 Testing Gaps
Missing coverage for critical paths, edge cases, integration tests, load testing, and CI/CD pipeline gaps.
💰 Monetization
Features that could be gated, missing analytics, billing integration points, and admin dashboards.
🌐 Accessibility & i18n
ARIA labels, keyboard nav, screen reader support, i18n infrastructure, dark mode, and responsive design.
☁ Infrastructure
Health checks, graceful shutdown, retry logic, circuit breakers, backup strategies, and deployment automation.
🛡 Security Hardening
Missing rate limiting, input validation gaps, CORS, CSP headers, audit logging -- things that are not yet vulnerabilities but will become ones.
🤖 AI & Automation
Manual processes that could be automated, data that could be analyzed, and interactions that could benefit from smart defaults.

The Senior Architect You Wish You Had

Every developer has stared at their codebase and thought "something is missing, but I do not know what." You are too close to the code to see the gaps. You built it, so the missing pieces are invisible to you. ShipIt Clean is the senior architect who walks in, reads your code for five minutes, and hands you a prioritized list of everything you should build next -- sorted by impact vs effort so you know what to tackle first.

Ways to Submit

🐙
GitHub / GitLab
Public & private repos
📦
Zip Upload
Any codebase
🔌
MCP
Claude Code, Cursor, etc.
Looking for security vulnerabilities instead?
ShipIt Clean finds what is missing. HostileReview finds what is broken. Same engine, different mission.
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You built something. Now find out what it is missing. Run a free analysis and get a prioritized list of improvements from multiple AI perspectives.
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HostileReview catches what will get you hacked. ShipIt Clean catches what will get you funded.
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