Session Overview Quick Introduction about how Twist Bioscience is enabling world changing innovation like enabling DNA computing and turning sugar into vaccines. Rust Bindings with Python We will demonstrate how we combine the best of Rust and Python by creating a Rust library with Python bindings Hardware Scripting with Embedded IronPython We’ll demonstrate how we use the flexibility of IronPython runtime to make our hardware scriptable and enable debugging within the same process. This will require a Windows machine or VM image with visual studio installed (free community install) Polymorphic Marshmallowed JSON with SQLAlchemy This exercise will guide you through creating polymorphic objects that are transparently serialized in and out of Postgres JSON fields. We will also work on creating graph objects with mutability tracking Q&A About Twist - Twist Bioscience is a disruptive synthetic biology startup that has already collected big name customers. We are building the most powerful online platform backed by our unique high throughput DNA synthesis technology. We want to make ordering DNA as easy as ordering laundry detergent online with the smoothest end-to-end user experience. "