DevOps

Multi-Tenant Development Cycle orchestrates Go service changes to add database-per-tenant isolation with dispatch-layer middleware, repositories, metrics, and tests. Use it when adding tenant isolation to an existing Go service.

Ring Committing Changes analyzes a dirty working tree, checks the repo's commit scope policy, groups edits into atomic commits, and drafts signed Conventional Commit messages. Use it when changes are ready to record and need to pass PR validation.

Absolute Upgrade brings dependencies current in risk-ranked waves, batching patch and minor updates while gating majors one at a time. It regenerates lockfiles and runs tests after each wave to keep upgrades green.

Cockpit Headless Deployment guides safe deployment or repair of Cockpit and Agentic Sandbox on a headless Linux host. Use it when host topology, SSH access, persistence, or runtime readiness must be planned and verified before changes.

Release cuts and publishes a stable NAC version after the release PR, tag, and release checks pass. Use it when maintaining a stable version bump, GitHub Release, and post-tag verification; not for release candidates.

Setup Generate creates a setup.manifest.yaml for a project using the setup.aiwg.io/v1 language. Use it when you need a starter install workflow for user, developer, or CI setup.

Doctrine Migrations creates and manages Doctrine schema versioning for Symfony projects. Use it when changing entities, handling rollbacks, or preparing production-safe database updates.

Symfony Config Env Parameters helps manage Symfony configuration across .env files, parameters, the secrets vault, and environment-specific settings. Use it when planning or making medium-complex changes with checkpoints and validation.

Symfony Doctrine Events shows how to react to Doctrine entity lifecycle changes with callbacks, entity listeners, and lifecycle listeners in ORM 3. Use it for timestamps, slugs, indexing, notifications, and testing persistence side effects.

Configure Server decides how the MCP Task Orchestrator container runs and is reached, including HTTP vs STDIO, REST API mode, port publishing, config mounts, and config-sync. Use it when reconfiguring the server, exposing the API, or switching endpoints.

Prepare Release automates an end-to-end release flow: it reviews commits since the last tag, drafts a changelog, creates and merges a release PR, tags the release, and watches the Docker build finish. Use it when preparing a new version after feature work lands.

Black Duck SCA scans dependencies for vulnerabilities, license compliance risks, and supply chain threats. Use it to assess open source components, map findings to CVE/CWE/OWASP, and integrate checks into CI/CD.