CasePilot — Config-Driven, Retrieval-Augmented Decision Engine

CasePilot is an open-source framework for retrieval-augmented decision making — turning any dataset of labeled approvals or classifications into an explainable LLM-powered decision engine.

November 11, 2025 · 2 min · Ted Strall

Introducing Karma: Infrastructure as Consequence

Karma is an experimental system that treats infrastructure not just as state — but as consequence. What Is Karma? Karma is a new open source project that builds on the ideas behind Adage, extending them into a fully introspectable, graph-based runtime. At its core, Karma models your infrastructure as a graph of components, each defined by versioned configuration (in Git and AWS Parameter Store) and connected by runtime dependencies. Every component is: ...

April 18, 2025 · 3 min · Ted Strall