Dockerfile Generator

Create, generate, or scaffold Makefiles with .PHONY targets and build automation.

Generate/create/write PromQL queries, metric expressions, alerting rules, recording rules, Prometheus dashboards.

Validate, lint, audit, or fix PromQL queries and alerting rules; detects anti-patterns.

Generate LogQL queries, log stream selectors, metric queries, and alerting rules for Grafana Loki.

Generate/create Fluent Bit configs — INPUT, FILTER, OUTPUT, parsers, log pipeline.

Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end with azd: hosted agent scaffold/run/deploy, prompt agent create, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model fine-tuning (SFT/DPO/RFT). USE FOR: azd ai agent, azd provision/deploy, deploy agent, hosted agent, create agent, add tool to agent, invoke agent, evaluate agent, continuous eval, continuous monitoring, agent CI/CD, optimize prompt, improve prompt, optimize agent instructions, agent optimizer, deploy model, Foundry project, RBAC, role assignment, permissions, quota, capacity, region, troubleshoot agent, deployment failure, AI Services, create Foundry resource, provision, knowledge index, customize deployment, onboard, availability, fine-tune, SFT, DPO, RFT, training-data, grader, distillation, fine-tuned model, large file upload. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use