• A Quarkus application on Bedrock — Java on Quarkus, calling Bedrock through the AWS SDK for Java.
• A Python application with three prompts — three prompts, three suites and three verdicts.
• A Node application on three SDKs — OpenAI, Anthropic and Bedrock from one Node service.
• From the IDE's agent, over MCP — the agent in the IDE reads and measures through digline-mcp, and the person decides.
• An agent in Python — a loop of model and tools, and a gate on its steps.