Workflow systems, internal tools, AI-ready datasets, and practical products for complex work.
MetalHatsCats builds structured systems that have to survive production reality: operational workflows, internal tooling, machine-readable datasets, and content systems designed for search, retrieval, and reuse.
- Workflow systems for real operational teams
- Internal tools and review surfaces
- Open structured datasets and knowledge assets
- AI-ready publishing and retrieval layers
- Practical automation for complex delivery environments
- metalhatscats-datasets - open structured datasets for citation, search visibility, and AI retrieval
- bonihua-datasets - Russian-language open datasets for Chinese language learning
- brainlighter.app - habit tracker and daily routine planner
- metkagram - annotated flashcards and learning documents
- CBT-cards - CBT cards and related learning assets
- verbsinuse.app - language-learning product focused on verb usage
- Enterprise workflow tooling
- Agentic systems and practical automation
- Dataset-first publishing
- Search-ready and AI-ready product surfaces
- Website: https://metalhatscats.com/
- Datasets: https://metalhatscats.com/datasets
- LinkedIn: https://www.linkedin.com/company/metalhatscats
- Contact: https://metalhatscats.com/contact