This episode details what it takes to build AI systems that are safe enough for production. Whether building AI-powered products or customer-facing workflows in regulated industries, we offer insights into designing systems that are predictable, auditable, and built to earn trust
We're a Portland-based software development and consulting firm.
- In this episode of Code & Cognition, we discuss why AI systems often struggle in production and the architectural patterns that make them more reliable, observable, and trustworthy. If you're building AI products or exploring how AI fits into business operations, this is for you.
- What happens when you stop treating chatbots like open-ended assistants and design them like reliable software systems? We explore the workflow behind "deterministic chatbots," an architectural pattern for building more reliable, controllable, and production-ready LLM systems.

