I been building cloud infrastructure since 2001 with a focus on security for low-trust multi-tenant systems. She was a founding member of the OpenStack Security Team (2011+) and joined Docker as a security lead and maintainer in 2014. She founded IOpipe for Serverless Observability and was acquired by NewRelic.

The projects below are focused on providing free and open technology that ensures that everyone, from our children, to the global south, have free and open access to information, knowledge, and state of the art tools.

Hyprstream

AI should be open and free to everyone in the world. Whatever your opinions are of AI, it is better that it is available to everyone, than to be captured by the elite. Everyone on earth should be free to access this technology. My work on hyprstream is driven by a desire to make sure that if AI must exist, as it does, that the global south, our children, our makers, and our laborers, have equal right to this technology.

Hyprstream works with your agents to personalize and align secure private, custom models on a zero trust security model. Models can be securely specialized per conversation, or per application. Designed to move at the speed of existing data pipelines and integrates with your agentic framework of choice.

Hyprstream provides a suite of microservices and tools for secure agentic model development, evals, and continuous training. Integrate using the SDK, or compatibility layers for OpenAI APIs and MCP tools. Designed security and privacy, including e2e cryptography on its RPC and streaming mechanisms (CURVE+Ristretto255), and federation using OpenID.

Read the DeepWiki for Hyprstream
GitHub for Hyprstream

The Onion Shell

Want to connect via SSH to a machine from your browser without a proxy or backend service? Do you want to use the Tor network, but only have a browser on a locked down machine? Want to run Tor on ChromeOS without Crostini? We've got the solution!

The Onion Shell is a static site with no backend servers besides the Tor network itself, powered by Snowflake proxies. Access the darknet with no software installation required. Efforts are underway to share our work with the upstream tor project.

Preview deployment

WARNING Downloading The Onion Shell may be observed by third parties, similar to downloading other tools such as The Tor Browser. The Onion Shell is NOT associated with the Tor Project(TM). This is a free and open source tool that leverages the Tor network using onion routing. The Tor network is operated by volunteers. The Onion Shell is provided with no warranty. Do not use The Onion Shell for criminal activity. The Tor Shell attempts to minimize logs and artifacts, but your system OS and browser may maintain logs and caches that provide for timing-correlations or other forensics. Use at your own risk.