Validate and retry LLM outputs for ruby_llm. Describe the JSON response you expect, fall back to a stronger model when the cheaper one fails the rules, and gate CI on regressions — all as one contract object per step.
Run AI workflows locally. Or deploy them anywhere. AI agent framework in YAML — workflow pipelines + autonomous agent loop. NVIDIA Inception member. Build, deploy, export as Docker/K8s/ISO.