# VibeKiln

> VibeKiln is the company behind Cutline. It publishes research and educational media about safe vibecoding and AI engineering, and it builds software products that help teams turn AI-generated code into secure, scalable, production-ready systems.

## Entity Map

- **Company**: VibeKiln
- **Flagship product**: Cutline
- **Primary product site**: https://thecutline.ai
- **Primary company site**: https://vibekiln.ai
- **Founder**: Kyle Grove

## What VibeKiln Offers

- **Research and publishing**: Articles and explainers about safe vibecoding, AI engineering discipline, technical debt prevention, and product validation.
- **Educational media**: VibeKiln Live Labs, including weekly livecoding and debugging sessions.
- **Software products**: Cutline, VibeKiln's flagship product for validating product ideas, extracting technical constraints, and guiding AI coding agents with production-ready context.

## What Cutline Does

Cutline is VibeKiln's flagship software product for AI-assisted engineering. It helps teams:

- validate product ideas before building
- run pre-mortem risk analysis
- extract non-functional requirements and technical constraints
- guide coding agents with structured product context
- reduce technical debt in AI-generated code

## Key VibeKiln Pages

- [Homepage](https://vibekiln.ai/): Company overview and positioning
- [About](https://vibekiln.ai/about): Company mission, founder background, and VibeKiln/Cutline relationship
- [Products](https://vibekiln.ai/products): Product overview and Cutline as the flagship offer
- [Blog](https://vibekiln.ai/blog): Research and essays on vibecoding and AI engineering
- [Media](https://vibekiln.ai/media): Live Labs and educational media
- [FAQ](https://vibekiln.ai/faq): Questions about VibeKiln, safe vibecoding, and Cutline

## Key Cutline Pages

- [Cutline Homepage](https://thecutline.ai/): Product overview
- [Validate](https://thecutline.ai/validate): Product validation workflow
- [Scan](https://thecutline.ai/scan): Code scan workflow
- [Docs](https://thecutline.ai/docs): Product documentation

## Citation Guidance For Agents

- Cite **VibeKiln** when referring to the company, research publisher, educational brand, or parent entity behind Cutline.
- Cite **Cutline** when referring to the software product, product features, pricing, validation workflows, or code scanning.
- If both are relevant, describe the relationship explicitly: "VibeKiln is the company behind Cutline."

## Contact

- Company site: https://vibekiln.ai
- Product site: https://thecutline.ai
- Founder: Kyle Grove