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Research & Development

We build tools, test ideas, and invest time in learning so that client projects benefit from what we've already figured out.

R&D isn't a department here, it's a constant evolution of our knowledge and skills based on the things we build. The time we spend exploring new tools, prototyping ideas, and contributing back to the community is the most valuable investment we make.

Applied AI Research

Testing new models, prompt techniques, and agent architectures as they ship. We evaluate what works in production. We are not just interested in what benchmarks well, but what works in production.

Internal Tools & Prototypes

We constantly probe our own stack. Internal tools, workflow automation, and proof-of-concepts that stress-test our engineering practices before we apply them to client work.

On the Horizon

Sharing What We Learn

We're preparing to open-source select tools and publish case studies from our work. Stay tuned!

Open-Source Contributions

We have been working on both software development and AI research, applying it to digital products and physical engineering. We're packaging up our best internal tools and libraries—refined, fully documented, and ready for the community to use and build upon.

Case Studies

Deep dives into real projects, sharing what we learned. We'll go into detail about the decisions we made, tradeoffs we navigated, and results we delivered.

Interested in What We're Working On?

We're always open to conversations about collaboration, open-source, and new ideas.