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Cutline
Technical product manager for vibecoders ensuring security
What is Cutline?
Cutline is a technical product manager that helps vibecoders build with security, stability, and scalability from the start. Cutline helps you survive the MVP cliff by dynamically injecting security, stability, and scalability requirements into your coding agent, avoiding 'vibecoding whack-a-mole' sessions where the coding agent drops a previous requirement to satisfy the new one.
How to use Cutline
- 1
Start with a free preliminary visibility score to assess how AI answer engines discover your product.
- 2
Run an engineering risk scan on your codebase to identify security, reliability, and scalability gaps.
- 3
Use the Intent‑to‑Constraint Engine to translate your product idea into structured non‑functional requirements.
- 4
Inject the hardened constraints into your MCP‑compatible coding agent (e.g., Cursor, Claude) via Cutline’s MCP integration.
- 5
Verify AI‑generated changes before shipping by checking against dependency logic guardrails.
Key features
Dynamically injects security, stability, and scalability requirements into coding agents to prevent requirement drift.
Scans code for security, reliability, and scalability risks before teams trust AI-generated changes.
Converts product intent into structured constraints for MCP-compatible coding agents and IDEs.
Generates AI discoverability evidence trails with citable proof surfaces for answer engines.
Offers a free preliminary visibility score showing how answer engines find and trust your product.
Use cases
- Prevent AI coding agents from dropping previously satisfied security requirements when handling new features.
- Validate a product idea before vibecoding to ensure core non‑functionals are addressed from the start.
- Ensure AI‑generated code respects auth patterns, rate limits, and data privacy without manual oversight.
- Improve AI discoverability by creating crawlable, citable proof surfaces for answer engines and buyers.
- Give MCP‑compatible agents concrete guardrails, source context, and acceptance criteria for reliable implementation.
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Frequently asked questions about Cutline
Common questions to help you decide if Cutline is right for you.