rootandClaude Fable 5 2cc25970e3 Let a flow keep state in the messages it already has
Logic nodes are pure functions with no state handle, but real automations
count things and remember the last reading. The shape for that is a
message a node both reads and writes: the graph already declines to make
a node depend on itself, so this worked by accident. It is now defined,
tested, and checked — a node that is the only writer of a message it
reads is told at edit time that it needs a starting value, rather than
silently never running.

Feeding a value back between two nodes was still a cycle, and rejected.
An input can now be marked non-triggering: read when the node runs, never
the reason it runs, and no dependency either way. That is what a back
edge actually means.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011LF61rxW1FG5YCD2J9YqjY
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Fluksio App

Fluksio has the goal to build a revolutionary system to tackle any sort of automation challenge.

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. It is served on app.${DOMAIN} (SPA) and api.${DOMAIN} (API); the marketing site lives in the sibling index repo.

Layout

backend/        FastAPI + SQLModel + Alembic + Postgres
  app/flow/     the flow engine (nodes, pipeline, state backends, controller)
frontend/       React 19 + TanStack Router + Tailwind 4 + shadcn/ui
docker/         compose.yml → compose.dev.yml → compose.local.yml (+ compose.traefik.yml)
scripts/        generate-client.sh, test.sh

Getting started

Normally driven from the workspace root (make init once, then make dev). Standalone:

make install       # uv sync + bun install
make dev-utils     # db, adminer, proxy, mailcatcher, prestart only
make dev-backend   # FastAPI on :8000, hot reload
make dev-frontend  # Vite on :5173
make test           # pytest + Playwright
make lint           # ruff + mypy + biome
make generate-client  # regenerate the frontend SDK from the OpenAPI schema

make help lists every target.

Documentation

  • ROADMAP.md — strategy and feature record
  • NOTEPAD.md — deferred work and findings
  • DESIGN.md — points at the workspace root's DESIGN-GUIDELINES.md
  • docs/architecture/ in the sibling docs repo — the requirement sources
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