MetalHatsCats: Build What Matters, and Make It Reusable
MetalHatsCats builds workflow systems, structured knowledge assets, and AI-ready products for complex work.
We believe small studios can outperform larger organizations when they turn delivery knowledge into systems, datasets, and proof instead of disposable content. Products matter, but reusable structure matters more.
The vision
Our vision is to build systems that are useful to humans and legible to machines: clearer workflows, denser internal knowledge, stronger datasets, and focused products that earn trust through evidence. We ship in public and keep improving what works.
What this commits us to
Run many small bets
Try widely, double down only when value is proven.
Ship in the open
Use open formats, explicit metadata, and public artifacts whenever possible.
Optimize for learning
Speed, feedback, and durable structure beat vanity publishing every time.
Focus on narrow wins
Pick problems where we can outpace slower giants.
Measure ruthlessly
Track impact, citations, reuse, and retire anything that doesn’t earn its keep.
Where we’re heading
The outcome we’re chasing is a library of dependable systems assets: workflow pages, datasets, proofs, and focused tools that help teams make better decisions and help search and AI systems find trustworthy sources. We want a clear path for small teams to outcompete larger ones by being faster, clearer, and more reusable.