DevOps

Model Deployment helps package trained machine learning models into production services with APIs, containers, serverless functions, and orchestration. Use it when deploying a model or setting up health checks, validation, logging, and monitoring.

Build Epic orchestrates a nine-step build cycle for one epic, from threat modeling and planning through TDD, verification, audit, commit, and release. Use it to resume or run release work with state tracked in YAML files.

Change Request adds or reorders release requirements against specs/release-plan.yaml and epic capsules. Use it when a new requirement arrives mid-release or the plan needs reprioritization.

Deploy orchestrates a build-to-production pipeline: build the artifact, verify it exists, deploy, wait for completion, and run a baseline smoke test. Use it after tests on main or in CI/CD to push a release safely.

Release cuts a new gflow-cli version by bumping package metadata, updating the changelog, tagging the release, and preparing the back-merge to main. Use it when you are ready to ship a release from develop.

Build detects the project toolchain and runs the appropriate build command for Node, Python, Flutter, Go, Rust, or Docker projects. Use it when you need compiled artifacts or packaged outputs.

CesiumJS Core Utilities provides Resource, Color, Event, Request, and helper APIs for fetching data, managing HTTP requests, working with colors, and handling events. Use it when building or debugging CesiumJS code that needs networking or core utility functions.

CI/CD Patterns provides examples for GitHub Actions, GitLab CI, Docker builds, caching, and Kubernetes rollout strategies. Use it when creating or refining build, test, release, and deployment pipelines.

CI Pipeline Management generates, updates, or troubleshoots CI/CD configs for projects using GitHub Actions or GitLab CI. Use it to detect existing pipelines, add lint/test/build stages, or debug failing jobs.

Git Commit creates Conventional Commit messages from staged changes and validates them before committing. Use it when you need a structured git commit with the right type, scope, and safety checks.

Tsk Config helps you set up and troubleshoot tsk Docker container images. Use it to detect a project stack, migrate deprecated dockerfiles, and write tsk.toml layer settings for builds.

Onboard links a project to a Pad workspace, activates the onboarding playbook, and runs the workspace setup flow. Use it when a project needs Pad authentication, workspace initialization, or first-time bootstrapping.