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Piceli

Piceli is Kubernetes infrastructure as typed Python. Describe an application with a typed `App` (or templates, `kubernetes` client models or YAML/JSON), review a plan computed against the live cluster, and apply only that plan with an explicit approval of its hash; every run is journaled, resumable and can be rolled back. `piceli deploy MODULE:ATTR` takes a `Pipeline` (app, target, optional builds and image delivery, checks) from source to a running, checked release; `piceli release` does the sa

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https://docs.pynenc.org/projects/piceli/en/stable/llms.txt
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Documentation: developer or product docs worth reading, nothing to call
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# Piceli

> Piceli is Kubernetes infrastructure as typed Python. Describe an application with a typed `App` (or templates, `kubernetes` client models or YAML/JSON), review a plan computed against the live cluster, and apply only that plan with an explicit approval of its hash; every run is journaled, resumable and can be rolled back. `piceli deploy MODULE:ATTR` takes a `Pipeline` (app, target, optional builds and image delivery, checks) from source to a running, checked release; `piceli release` does the same from a `release.toml` spec. `piceli status` and `piceli access` say whether the app is up and forward its ports to 127.0.0.1. Pre-alpha: every page states its maturity (stable, preview, experimental).

Rules for agents:

- From a source checkout with uv, Node.js and npm installed, `make ui` builds the production frontend and opens disposable sample state, normally at `http://127.0.0.1:4178`; no cluster or credentials are needed. The fixture accepts plain bookmarks in fresh browsers. Real-target services retain launch-token authentication. This is a long-running local preview; stop it with Ctrl+C. See docs/ui.md.
- `piceli ui serve --definition release.toml` (experimental web UI) registers an existing explicit-target definition; inventory-only use requires `--kubeconfig`, `--context` and `--namespace`. Requires `piceli[ui]`; long-running loopback service needs the owner's go-ahead. Legacy `operator serve` remains deprecated. Presence is not health or a deployment diff; catalog selection is not rollback. See docs/ui.md for implementation scope.
- `piceli access ui --cluster MODULE:ATTR` (or `--profile NAME`) opens the UI that `piceli cluster init` installs for `Cluster(ui=Ui(access="forward"))`: reads its launch token with the profile's explicit kubeconfig, forwards 127.0.0.1:8790 to the ClusterIP Service in `piceli-system` and prints the one launch URL (show it only to the owner; long-running, needs the owner's go-ahead). Composition sessions open infrastructure topology with component inspection, version comparison and reported attention; compact Sources and Environments link to workloads, and Cluster shows nodes and services. A Sync button writes the `piceli gitops sync` request. Operations → Logs (`/logs`) merges redacted, bounded logs of every readable scope with URL filters; Operations → Port forwards (`/forwards`) lists and starts forwards; in this UI a forward is a ticket for `piceli ui connect --server http://127.0.0.1:8790 …` on your machine. `piceli access ENV --cluster infra.py:CLUSTER [--ui]` forwards a composition environment's declared forwards and other Service ports (and with `--ui` the UI too); every kubectl stops with it, also when piceli is killed. Named environments have Stop/Start (as `piceli env stop|start ENV --cluster infra.py:CLUSTER`) and show their last checks. Refusals `access-ui-*`, `ui-sync-*`, `ui-controller-absent`. See docs/ui.md.
- The web workspace's Deployment history (`/delivery`) has Plans, Runs & logs an
…

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