DevOps

Vibe Coding Production helps turn a verified demo into a system that can run long term for other people. Use it when you want to deploy, test, secure, document, or publish a project publicly.

B-Roll Onboarding diagnoses installation readiness and coordinates approved repairs when cached first-run evidence is missing or a real machine fact changes. It is used for preflight checks, backend-specific fact validation, and cache refresh after repair.

Deploy Checklist verifies CI, env vars, migrations, rollback plans, smoke tests, and monitoring before and after a production deployment. Use it when a change is ready to ship or has just been deployed.

Wednesday Git Workflow manages the task lifecycle with branch creation, atomic commits, and pull request setup. Use it when starting work, committing changes, or preparing a review-ready PR.

Nitro Fetch provides native-backed networking primitives for React Native, including fetch, WebSocket, TextDecoder, prefetching, and request inspection. Use it when you need faster cold starts, native sockets, or axios integration through the Nitro APIs.

Bump Version updates project files for a new release, including version numbers and changelogs. Use it when you need to build, commit, tag, and push a version bump.

Nowledge Mem Docker helps install, check, restart, and upgrade a self-hosted Nowledge Mem server using nmemctl. Use it for Docker deployments of Mem on a NAS, VPS, homelab, or other machine you manage.

Server Deploy pushes the latest main commit to the configured production host, builds the app there, and restarts the running container. Use it to deploy, update, rebuild, or verify this project on the server.

Add Binding Feature adds or changes a public NeMo Relay API across the Rust core, FFI, and language bindings. Use it when a change must stay in parity across surfaces and needs coordinated validation.

Commit stages and commits selected changes with scope parsing, amend handling, and conventional commit messages. Use it when you want a precise commit from files, folders, or free-text intent.

Maintain CI reviews and updates GitHub Actions workflows for NeMo Relay. Use it when changing `.github/workflows` to enforce permissions, pin actions, validate caching, and check reusable workflow boundaries.

Maintain Observability keeps NeMo Relay event fields, exporter behavior, and binding config aligned across ATIF and typed OpenTelemetry projections. Use it when changing observability lifecycle, endpoint handling, or docs for subscriber/exporter behavior.