Governed metrics. Add the definitions the finance mart doesn't have yet (ARR, renewal rate, churn, CAC), versioned in dbt and documented in Unity Catalog, with the tests that make each one defensible, and wired into the agent so Finance can ask them directly.
Reporting Finance can run without you. Move the recurring finance pack into marimo, retire the ...
AI-native operator. You've made the shift from writing code to orchestrating it. Specs are your primary input mechanism. You trigger agent work, review completed features, and iterate — you're not reviewing individual lines. You measure your own productivity in outcomes shipped and skills contributed, and you can point to concrete examples of features you spec'd and validated rather than typed.
Run the inference serving layer on our own GPU hardware: choose and tune the serving stack (vLLM, SGLang, TensorRT-LLM) for high throughput and low latency.
