- Volatile frames are held in memory with a byte-bounded queue instead of the /dev/shm ring scanned on every put; workers keep writing to the directory, which is trimmed on a timer. A volatile upload no longer spools to disk. ARTIFACT_VOLATILE_BYTES=0 turns the ring off. - A device sends camera frames as binary messages on its socket, held and published in one step and credited to its device node; refused frames are logged and dropped. Its snapshot carries demand and the uplink (binary, or http through the portal). - One demand registry for every socket's wanted media, the tunnel's included, plus what running flows read, mapped onto on-demand ports and published as device_demand; at most 8 media names per socket. - Per-message deflate off in serve and dev; a device may fetch the last 8 digests of a message; published dashboards cached per store revision; a revoked device socket is closed with 1008. - Media tiles want bytes only while on screen; the Devices tab previews a wired camera; the device node warns when a flow reads an on-demand port.
Fluksio App
Fluksio is a node-based automation software that brings trust and reliability to your flow. It just works and looks good.
The core of Fluksio: a node-based, test-driven automation software built to scale. This repo holds the FastAPI backend, the flow engine, and the dashboard SPA, built into one image that serves all three on one port.
Layout
backend/ FastAPI + SQLModel + Alembic + SQLite
fluksio/flow/ the flow engine (nodes, pipeline, state backends, controller)
fluksio/cli.py `fluksio serve` / `enroll` / `worker`
worker/ the `fluksio-worker` distribution: the agent and the node runner
frontend/ React 19 + TanStack Router + Tailwind 4 + shadcn/ui
docs/ the public documentation site (zensical), served on docs.${DOMAIN}
compose.yml the single container, as the getting-started guide runs it
docker/ the operator stack: compose.yml → compose.dev.yml → compose.local.yml (+ compose.traefik.yml)
scripts/ generate-client.sh, test.sh
Install without Docker
Get started quickly by running
pip install fluksio
fluksio serve
Then, head over to fluksio.com, sign up and add a new instance. Using the code provided, run
fluksio enroll <code>
and you're ready to rock.
Fluksio is distributed at it's heart. A machine that should only run nodes for an engine elsewhere installs less:
pip install fluksio-worker
FLUKSIO_WORKER_TOKEN=… fluksio-worker --url wss://api.fluksio.com/api/v1/workers/attach --labels gpu
Getting started
Needs Docker with Compose v2, on x86-64 or arm64 such as a Raspberry Pi 4 or 5.
docker compose up -d # http://localhost:8080
docker compose logs fluksio # the admin password, printed once
Optional features (MQTT, InfluxDB, mail, …) are build-time extras; see EXTRAS in
compose.yml.
For development, with hot reload behind Traefik on port 80 (also needs make and openssl):
make init # once: .env with generated secrets, `proxy` network, prints the admin login
make dev-local # full stack at http://app.localhost
make down # stop it
Without Docker:
make install # uv sync + bun install
make dev-utils # proxy and mailcatcher only
make dev-backend # FastAPI on :8000, hot reload
make dev-frontend # Vite on :5173
make test # pytest + Playwright (the e2e half on its own stack, behind make dev's Traefik)
make lint # ruff + mypy + biome
make generate-client # regenerate the frontend SDK from the OpenAPI schema
make help lists every target.
Documentation
The public site lives in docs/ and is built with zensical:
make docs-serve # live preview on :8000
make docs # static build into ./site
It is served at docs.${DOMAIN} by the docs service in docker/compose.yml,
and .gitea/workflows/docs.yml builds it with --strict on every push.
License
Copyright (C) 2026 Melvin Strobl - GNU Affero General Public License v3.0 or later. See LICENSE.