Commit Graph
190 Commits
Author SHA1 Message Date
stroblmeandClaude Opus 5 a71e0b3375 Lay flows out so edges stop crossing where they need not
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The canvas placed nodes with dagre, which orders nodes but knows nothing
about ports: an edge leaves a particular handle and lands on a particular
one, so two producers feeding a consumer in the other order crossed just
before they landed however well the nodes were arranged. The graph was not
a multigraph either, so two messages between one pair of nodes collapsed
into one before crossings were counted, and the endpoint labels were laid
out as 220-wide cards with every handle stacked on a single pixel.

ELK's layered algorithm replaces it. Every declared port is handed to it as
a fixed point on the node's rim, at the fraction `portFraction` puts the
handle at — which the node components now render from the same function —
so what the crossing count is minimised over is what ends up on the screen.
Measured on this installation's flows, with the labels included: `home`
goes from 51 crossings to 6 across and 70 to 29 down, `demo_training` 27 to
5 and 59 to 32, and every graph is the same size or smaller.

The engine answers asynchronously and is a chunk of its own, so positions
became state: the canvas draws nothing until the first layout lands, and an
edit keeps the arrangement it had rather than flashing through the corner.
The entry chunk is untouched and the flow route's own chunk came down 167
to 121 kB, since dagre used to be in it.

Two things the crossings made worse come with it. A hovered edge resolves
to full strength so one line can be followed through a busy rank, and a
feedback edge — one whose target the layout put behind its source — swings
out into a lane beside the graph instead of being drawn through everything
between its ends, which is what "House history" was reported for.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01U6vyQvfX249hsv9YPmsYYg
2026-08-26 15:37:36 +02:00
stroblmeandClaude Opus 5 bda67d1c0d Let the slider keep the drag the browser wanted to take
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Dragging the brightness slider on the wall panel set the handle and
published nothing; tapping a point on the track worked. The control is a
native range input laid transparent over the drawn track, and only the
release publishes — but the input never said the drag was its own. On a
touch panel a sideways swipe is a pan, or a back-navigation, so the
browser took the pointer over mid-drag and ended it in `pointercancel`.
The value had followed the finger and was never sent.

`touch-action: none`, as the colour disk beside it has always had. The
release also answers `pointercancel` and `lostpointercapture` now, which
covers a mouse let go outside the input and leaves no way for a draft to
sit there unpublished.

Two checks: a drag across the track reaches the engine, and the input
still owns its gesture. The second fails against a build without the
CSS, which is what makes it worth having.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012n6CehUsHYYUXJ48rxaD18
2026-08-26 13:32:22 +02:00
stroblme 95aae7b95f Show what differs between the runs being compared
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2026-08-26 13:18:16 +02:00
stroblme 0578a30a3a Name the comparison's X and Y beside their pickers, not in every option
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2026-08-26 12:20:38 +02:00
stroblmeandClaude Opus 5 5726c80948 Say how much work is waiting, not just how much is running
`RedisWorkQueue.stats` read XPENDING, which counts entries delivered to a
consumer and not yet acknowledged — work in progress. Entries sitting in the
stream undelivered were counted nowhere, so an engine hours behind reported
itself idle: on the house, `pending: 4` while the group's lag was 1554.

The group's own `lag` is the missing number. `backlog` now carries it on both
queues (`len(_items)` in memory), leads the health tile, and a sustained one
publishes `engine_degraded` from the timer thread — named with the flow most
of the waiting work belongs to, sampled from the undelivered tail, since that
is the actionable half. It is a summary problem rather than a /utils/health
503: a backlog should not restart the container.

Also drops the keyspace `scan_iter` `stats()` did per poll to count parked
items — it walked every state and idempotency key twice per ten seconds — for
a set the park/unpark path maintains.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BpfSinyCBfjuieikyfMPbf
2026-08-26 09:43:23 +02:00
stroblmeandClaude Opus 5 dd7db026e1 Announce an acknowledged node failure on the bus
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Clearing a node's last error on the engine published nothing, so a second
browser kept the marker until its next snapshot. One event carries the
qualified node; the receiving client drops the marker without refetching.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 22:33:09 +02:00
stroblmeandClaude Opus 5 5ba379490a Dash the transmit ring so it is not the selection ring
Both were a 2px inset --primary ring, so a widget mid-publish and one
picked in the editor looked the same. Status has three colours and none
of them means "picked", so the stroke tells them apart instead.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 22:17:15 +02:00
stroblmeandClaude Opus 5 f567c98de4 Say a dashboard is read-only in the editor's view mode too
The lock notice was on `PanelSurface` alone, so /dashboards/{name} showed
disabled controls with nothing naming the state. Same pill, not a second
one; edit mode keeps its controls live, so it stays out of there.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 22:15:09 +02:00
stroblmeandClaude Opus 5 9ad44fd3f6 Draw the edge sparkline only for a value it can plot
The popover showed a non-numeric value twice: only numbers are recorded,
so MessageSparkline fell through to a collapsed ValuePreview and the
inspector rendered its own expanded one below it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 22:13:32 +02:00
stroblmeandClaude Opus 5 1148e54c9e A run says whether the dashboard, the CLI or a script asked for it
`POST /runs/flows/{name}` hardcoded `cause: "api"`, so every row in the
history claimed the same origin. The body now carries an optional `cause`,
closed to the values the column knows — the dashboard sends nothing and stays
"api", `fluksio run` says "cli", and the SDK client says "sdk".

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 22:06:29 +02:00
stroblmeandClaude Opus 5 3af5342a2b Advisory issues read as advice rather than failure
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`ADVISORY_ISSUES` moves next to `ValidationIssue` in pipeline.py, and the
model derives an `advisory` flag from its own code, so the distinction the
engine already made ships to the client instead of being re-guessed there.

The dock keeps its summary in `--destructive` only when a real fault is
among the issues and paints an advisory row `--muted-foreground`; the
canvas leaves advisories off a node's dot and border entirely, since node
status has three colours and no warning tier.

biome checks the generated `openapi.json`, which nothing formats since the
SDK script dropped its format pass — ignore it like the other generated
files.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 21:46:40 +02:00
stroblmeandClaude Opus 5 d3a0b4c3a4 Panel spec keeps the installation's other panels
Saving panels replaces the whole list, so the spec's setup deleted every
panel it had not created — and with it the credential of the screen on
it. It now appends to the stored list and puts the original back in
teardown, which also removes its own panel.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 21:30:35 +02:00
stroblmeandClaude Opus 5 65f859c04d Land a paired panel on its own screen instead of a new code
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013Gf7WaExcJ9bs3kfJXB3nK
2026-08-25 21:24:41 +02:00
stroblmeandClaude Opus 5 055f4d7d97 Filter the icon grid, and ask before removing a panel
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UytviPMJbXzD8P84nLvXcq
2026-08-25 18:33:28 +02:00
stroblmeandClaude Opus 5 476dc6a1e9 Make the brand CTA visible and fix two more v3 variable classes
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UytviPMJbXzD8P84nLvXcq
2026-08-25 18:33:28 +02:00
stroblmeandClaude Opus 5 8679b0bcf7 Draw a wall panel at the size it was drawn for
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A dashboard whose canvas matches the screen came out at 95% of it: the
panel and view routes inset the canvas by a further 16px, on top of the
margin the grid already keeps from its own edges. Two margins, one of
them costing the scale. The padding now applies only to the stacked
phone layout, which has no canvas to shrink.

A slider's tick labels are the third row of a control that has three,
and the first thing a short tile runs out of; `ticks: false` drops them
and keeps the reading and the track. The house's two sliders set it.

The 1024x600 preset is named for what it is rather than for a diagonal
it may not have — the same resolution is sold as a seven-inch panel and
as a ten-inch one.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012n6CehUsHYYUXJ48rxaD18
2026-08-25 17:30:37 +02:00
stroblme 4350916bd8 Scroll the runs table, pick a range, and choose what a comparison plots against
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2026-08-25 16:32:34 +02:00
stroblmeandClaude Opus 5 3c15964364 A cached node keeps its curve, and any input can name a run's output
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A cache hit still replays no emissions — those values were the story of an
execution that is not happening — but the run they were recorded in is now
written on the row (`run_node.cached_from`), and the metrics endpoints read the
series back from there. So a reused run answers `run.metrics("train.loss")`
with the same points the run that trained did, rather than looking like a run
that produced no numbers at all. Pointed at rather than copied: a sweep of 500
reusing one frozen node would otherwise duplicate its curve 500 times.

That needed the cross-flow restore fixed first. The cache key has no flow in
it while the stored outputs are named for the flow that produced them, so
`quick.prepare` getting a hit from `train` wrote `train.dataset` into `quick`'s
state and the next node was called without its argument. One rule now covers
both halves: `requalify` reads a name owned by one flow as the same name in
another, applied to the restored outputs, to the node id behind the pointer,
and to the series names on the way out. Reuse across flows is kept.

Also: `@run:<id>.<output>` and a bare `sha256:` digest resolve on every input,
not only artifacts. Chaining a run's json config into the next one from a shell
meant pasting the whole object inline, and the CLI could not even send the
spelling — `_coerce` died in `json.loads` before the engine saw it. Both
spellings are reserved on every input now, `str` included, and `_from_run`
returns whatever the run's result holds rather than only a reference.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Dp9L6gakMVro1K2C5zdtBE
2026-08-25 15:12:28 +02:00
stroblme 03e12b7647 Document the runs screen, the run context and the generated dashboard
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2026-08-25 12:44:19 +02:00
stroblme 7ff29ca939 Make a dashboard its widgets: drop the pages and sections nobody drew 2026-08-25 12:30:22 +02:00
stroblme 2840cc8e2b Photograph the runs screen and a dashboard read against runs 2026-08-25 12:13:58 +02:00
stroblme 77754936c6 Pin a chart to the last few runs of a flow 2026-08-25 11:52:34 +02:00
stroblme 5ece544b14 Let a dashboard be read against runs instead of the live engine 2026-08-25 11:48:15 +02:00
stroblme d2951a325e Add a runs screen: a table, a run in full, and curves side by side 2026-08-25 11:44:13 +02:00
stroblme 7e422c0047 Count runs per flow, and page the run list by offset 2026-08-25 11:34:07 +02:00
stroblmeandClaude Opus 5 93374a310e Refuse what a node cannot publish, and stop timing out work that is fine
Four things the python SDK turned up, each fixed where every client sees it.

A key no port declares is now an error rather than a silent drop, on the
return, the yield and the emit alike — the contract the docs already stated.
The SDK reads literal yields at sync time, so a typo fails before anything
runs, and an emission of one fails the call rather than being logged where
nobody looks.

NaN and infinity are refused at the port. JSON cannot spell either, so one
that travelled came back as a 500, a socket frame that stopped the canvas, or
a metric batch the database dropped whole.

An artifact input takes `@run:<id>.<output>` or a bare digest, resolved on the
engine — so the CLI, the run dialog and a python caller mean the same thing,
and a sweep can pass one at all.

Node timeouts are off by default. The clock measured silence, which a training
node is full of, and remote workers had already stopped enforcing it — their
heartbeat reset it. Now a heartbeat proves the agent rather than the node,
ninety seconds of nothing fails the call either way, and the engine touches
work it is still running so a long node is not redelivered at sixty seconds.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019V5bsYGNxcgPs4xXmTPx69
2026-08-25 07:30:14 +02:00
stroblmeandClaude Opus 5 400d7d9c5c Stage caching for batch runs, and an engine that lives in the command
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A code node in a batch run is now fingerprinted by its source, its raw
settings and the values it reads — an artifact input counting as its digest,
which is what the content addressing was always for. A run that finds the key
restores what the earlier one returned and skips the node, recorded as
`cached`. The run history is the cache: `run_node.outputs` beside the
`cache_key` the schema already had, no second store. On for code nodes, never
for the built-in and connector types that have side effects; off per node with
`@node(cache=False)` and per run with `--no-cache`.

Emissions are not replayed on a hit, so a cached training node returns its
result without redrawing its curve. Recorded in NOTEPAD.md with the two other
deliberate limits.

`fluksio run --local` boots the real app in the command's own process and
drives it through its ASGI interface behind the ordinary client, so a run no
longer needs a `serve` terminal beside it — same data directory, same history,
and the cache carries between the two. It always waits, because the engine it
starts lives exactly as long as the command.

Also: `fluksio sweep --param lr=0.1,0.01` for the product of the lists,
`run --follow` for a run's numbers as they arrive, Ctrl-C cancelling a waited
run rather than abandoning it, coloured statuses on a terminal, and `name`
made optional on the metrics endpoint so a follower can ask for every series.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-24 20:31:31 +02:00
stroblmeandClaude Opus 5 d4a9406c51 Fix the CI gates: Python 3.13, concurrency groups, hook violations
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The gates have never gone green on the new runners. Three separate reasons:

- backend/Dockerfile shipped Python 3.10 while the code imports typing.Self
  and datetime.UTC, so the container exited on import and the suite could not
  even load its conftest. The image moves to 3.13 and the packages declare
  >=3.12, which is the floor the tests actually pass on; ruff's target follows
  and rewrites timezone.utc and asyncio.TimeoutError accordingly. Relocking
  drops the 3.10 branch, which bumps FastAPI and so regenerates the SDK.
- frontend/README.md had no trailing newline and two dashboard widgets used
  arbitrary text-[…] sizes. Both are em-relative on purpose, so they move to
  the inline style the neighbouring ramp already uses.
- Every commit left its own run queued: without a concurrency group a runner
  that was offline for a while works through a backlog nobody reads. A stack
  that fails to come up now prints its logs before the teardown removes it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-24 14:55:59 +02:00
stroblme 49bc8994f3 Add the Fluksio look, and make it the one a dashboard starts in
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Two looks were somebody else's language spoken well, and neither was the
product's. A dashboard nobody has dressed yet should look like the rest
of the app, so there is now a third set that follows the root
DESIGN-GUIDELINES.md to the letter — `--card` surfaces told from the page
by a hairline and a low shadow rather than by colour, every control a
pill, 16px panels, frosted floating chrome, one slate-blue accent spent
on what a person can act on — and it is what `look` means when nothing
says otherwise.

That also turns the exemption the other way round. The dashboard is still
allowed to look unlike the product; it just no longer does so by default.
An existing dashboard, which has never named a look, lands on the design
it had before any of this.

Restraint is the style rather than an omission here: no ripple, no glow,
no lift, and a press answered by the colour changing. The one deliberate
departure is the selector, which holds its choice in `--primary` rather
than the `--accent` the segmented rule asks for — that is a decision
about the widget, not about the look, and a control must not change what
it signals when the drawing changes. All three sets hold it the same way.
2026-08-24 14:25:13 +02:00
stroblmeandClaude Opus 5 6000258f7c License the workspace under AGPL-3.0-or-later
Replace the empty LICENSE placeholders with the verbatim GNU AGPL v3 text,
fix the invalid "AGPLv3" SPDX string in the package metadata, and name
Melvin Strobl as the copyright holder wherever the old footers said
"Fluksio ... all rights reserved".

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-24 11:53:54 +02:00
stroblme 579eb8e61a Size the rail to what it carries
Stretched end to end, a panel with two dashboards showed a pill nine
tenths empty — which was tolerable while the rail was chrome outside the
canvas and obvious once it moved onto the panel itself. It now hugs its
entries and sits centred in the column it reserves; that column is the
same width either way, so no arrangement moves.

A rail longer than the panel is tall still scrolls, and still draws no
bar: a wall panel is swiped, and there is no room for one.
2026-08-24 11:20:32 +02:00
stroblme 6238728dce Draw the panel as a panel
Five things a wall panel showed that a wall panel should not.

**A tile's body no longer clips.** It scrolled, and a box that scrolls
also cuts whatever crosses its edge — which took the glow off a lit
button at exactly the width where the button filled its tile, and off a
gauge's arc at exactly the height where the dial filled its own. Only
what is written or listed asks for a scroller now; everything else is a
picture drawn to fit, and what overflows is left to the frame, which
clips at the tile's edge where a shadow has already faded out. The
slider's phantom scrollbar goes with it.

**The selector is a selector.** Named for what it does rather than what
it is, and the choice it is holding is held in the dashboard's own
primary — a pill that slides between the options rather than a grey one
that had to be looked for. The stored type is untouched, so no document
changes meaning.

**The arrangement is held off the panel's edges**, by the same distance
it holds between two widgets. The ground is not held off with it: a
background covers the whole panel, and only what is arranged on it has
a margin. No stored panel loses a row to it.

**The rail is drawn on the panel.** It was chrome bolted to the edge of
the screen beside the canvas — in the app's own design rather than the
dashboard's, and on a scaled canvas not even lined up with it. It now
takes a column out of the canvas the way the margin does, scaled with
it and wearing its look. Which cell each widget sits in is unchanged;
only how big a cell is.

Two of these were the same mistake twice: an unlayered rule stating
`position` for everything wearing a class — `.gl-surface` on a rail
placed by a utility, and a blanket lift over every child of a pressable
on a pill placed by `layoutId`. Both now say it one element at a time.
2026-08-24 10:44:53 +02:00
stroblmeandClaude Fable 5 fea57064f9 Run node code on the venv Fluksio was installed into
The workflow this serves: make a venv, install what you work with, then `pip
install fluksio` into the same one. Building a second environment beside it
was exactly wrong — the packages the nodes need are already here, and the
Modules screen was asking for them a second time.

`NODE_VENV=auto` (the default) adopts that venv. It declines in the three
cases where adopting would be wrong: `managed` says otherwise, a managed venv
already exists and may hold packages somebody installed on purpose, or the
engine is not running from a venv at all. The images set `managed`, since the
venv in them holds the app and nothing of anybody else's.

An adopted venv is never written to. `uv pip sync` makes a venv hold exactly
the manifest, so pointed at somebody's own environment it uninstalls their
work and the engine with it — `sync()` refuses outright and `reconcile()`
returns before it can be called at startup, which is where that would have
happened first. The Modules screen lists what is installed and drops its
editor; `pip` is how that environment changes.

`fluksio serve` now names the interpreter node code runs on, which is the
thing a data scientist most needs to know at that moment. `fluksio-worker`
already defaulted `--python` to its own interpreter, so a GPU box works the
same way — that was only ever undocumented.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012ue1tkFWB1bcGy3aWhCKpU
2026-08-24 10:35:13 +02:00
stroblme 68fa5527b1 Answer five things the panel got wrong
- A tile no longer lifts under the pointer. A finger does not move away
  afterwards the way a cursor does, so whatever hover raised stayed
  raised until something else was touched: a tile stuck, not answering.
- The ground's blobs wander a closed path on their own clock instead of
  sliding back and forth along one line, which read as things moving
  rather than as light in a room.
- A bar is one grid now, its rows borrowing its columns, so names of
  different lengths no longer start and end their tracks in different
  places — two bars that share no baseline cannot be compared, which is
  the one thing a stack of them is for. The names read rightward into
  their tracks, with room either side.
- A reading on its way somewhere is written to as many decimals as the
  value it is heading for. Without that a slider stepping in halves
  passed through 22.37460937 on its way to 24: a number nobody asked
  for, a different width every frame.
- The brightness column is the same control as the slider widget's,
  stood on its end and thicker, and exactly as tall as the disc beside
  it. Getting there meant drawing a slider's rail, fill and handle
  rather than styling `::-webkit-slider-*`: those need one set of rules
  per orientation, each with its own centring quirk, and the handle
  landed off its track when the writing mode turned. The native input
  stays, laid transparent over the top, so the keyboard, the pointer and
  every `aria-` are still its.
2026-08-23 23:28:47 +02:00
stroblme 6ccc6e9e26 Draw the colour disc inside its tile rather than past it
The disc was sized against its parents in percentages, and every box
between it and the tile is sized by what is in it — so the chain never
resolved, the brightness slider grew, and the tile scrolled with half a
disc showing. Container units are the tile's own height whatever sits in
between, so the widget now fits exactly.

Two guards behind it, since both are things a picture can fail silently:
nothing on a panel of pictures may overflow its tile, and Touch has to
actually make a control bigger while leaving what it publishes alone.
2026-08-23 22:07:21 +02:00
stroblme 0b5ce4fcbb Rework the dashboard into two looks over one behaviour
A dashboard is a wall panel somebody hangs in their own hallway, so it
now wears what they choose: a look, and a palette of their own colours.

Two complete component sets live under `Dashboard/ui/` — `glass`
(translucent panes over a slowly moving ground) and `material` (Material
3 tonal cards) — behind one prop contract. Every control's state,
keyboard and `aria-` live in `ui/core` and are shared, so the two sets
are the same dashboard drawn twice rather than two products: a set only
decides what a control looks like while doing it.

Four settings join the channel, each drivable by a flow like any other:
`look`, `palette`, `background` and `touch`. A palette is an ordered list
of hex colours — background, surface, primary, accent, text, then more
chart colours — pasted from a coolors.co link or typed, written onto the
canvas as the token variables everything already reads. Trailing roles
are derived, so three colours are a whole dashboard, and derived text is
held to AA rather than trusted (`theme.check.ts` measures it). A palette
also decides light or dark, since its first colour is the ground.

Widgets are measured against their own tile with container queries rather
than against the viewport, animate through `motion`, and can be drawn
without their title. The three reworks:

- a bar draws a row per reading, up to eight, each in the dashboard's own
  data colours and each able to carry its own scale — replacing readings
  nested in one fill, which could only ever share one colour and stop at
  three. Documents written the old way are read as rows.
- a chart's range picker moved to a column down its right-hand edge, which
  gives the plot back a whole row of a short tile.
- the colour wheel became a disc: hue is the angle and saturation the
  distance from the middle, so a colour is one gesture rather than three,
  with brightness on a slider beside it.

`index.css` and `lib/motion.ts` are untouched — the dashboard overrides
token *values* on its canvas, never the blocks the two repos share.
2026-08-23 21:52:14 +02:00
stroblmeandClaude Fable 5 a38e2745eb Add a Python SDK: flows declared in your own repository
A data scientist keeps their code where it is and decorates it: `@node`
declares a function's ports beside the function, `Flow(name, nodes=[...])`
says which of them make a flow, and `use(fn, wire=..., **settings)` rebinds
one for a single flow. `fluksio sync` uploads the document plus a generated
import shim per node, so the store still holds a complete, runnable,
git-versioned definition while the code it imports stays theirs.

`fluksio login|run|runs` and `flow.submit().wait()` are the client half, over
the run endpoints that already existed. Runs record the user repository's
commit beside the store's, so "what code produced this number" is answerable
on the side that now holds the code.

- `fluksio/sdk/`: ports, decorators, the flow builder and its checks, the shim
  generator, an HTTP client and sync. Standard library only at import, so
  `from fluksio import node` in a training script pulls in no engine.
- `FlowDef.origin` marks a flow code-defined; `Run.origin_commit` carries the
  repository's commit; `POST /modules/refresh` retires the workers without an
  install, which every sync calls — a worker holds the imported package in
  memory, so an edit to it is invisible until the process goes.
- The canvas shows a generated body read-only and names the repository to edit
  instead; a body edited there stops the next sync rather than being discarded.
- The worker's reporter carries inert `Port`, `node`, `use` and `Flow`, since
  the shim imports a module whose first line declares them.
- `examples/myresearch` is the worked example, `make sync-example` uploads it.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012ue1tkFWB1bcGy3aWhCKpU
2026-08-23 20:16:08 +02:00
stroblmeandClaude Opus 5 e912069938 Correct the chart pointer at the event boundary, not in cursor.move
On a CSS-scaled dashboard panel uPlot reads the pointer in visual pixels
and measures it against its own unscaled plot width. Refining the result
in cursor.move left uPlot's earlier arithmetic wrong: cacheMouse snaps an
offset within 1px of the plot edge to the plot width, and on a panel
scaled up the raw visual offset passes that edge at 1/drawn of the way
across, so the readout stopped advancing partway over the chart and stuck
to the last point.

cursor.bind wraps the three events that carry a position and hands uPlot
a corrected clientX/clientY, so every step after it — the snap, the drag
detection, the redraw path — comes out right by construction. It is also
stateless, which removes the cursor.move memo and the drag.click
workaround that the mousedown/mouseup mismatch needed.

cursor.check.ts now replays uPlot 1.6.32's own pipeline against the
shipped cursor config, for panels scaled both down and up.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 14:38:46 +02:00
stroblmeandClaude Opus 5 f58acfbd43 Stop uPlot swallowing the click on a chart
uPlot swallows the click that ends a drag, and decides a drag happened by
comparing the position it took at mousedown against the one it holds at
mouseup. It refines the first through `cursor.move` and re-reads the second
raw, never refining it (`mouseUp` -> `cacheMouse(initial: false)`), so with any
correction in place the two never agree: on a scaled panel every click on a
plot read as a drag and was stopped before it reached the page. A chart tile
could not be selected in the dashboard editor by clicking the chart, and a
Health chart could not be clicked to pin a moment.

Not the cursor correction being applied twice — that was a separate defect,
and idempotence could not have fixed this one, since the mouseup path never
applies the correction at all. Not `cursor.y` either: that only decides
whether the y cursor element is created, and both axes are read from the event
regardless.

Drag-to-zoom goes with it, and loses nothing: `setData` re-ranges the scales
from the data on every render, so a dragged range was erased by the next
reading. With no drag there is no click to protect from one.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 11:07:54 +02:00
stroblmeandClaude Opus 5 d5fc3fa8e8 Spread a chart's default colours across the ramp
A chart that named no palette took the ramp in order, so three lines drew
slots 1, 2 and 3 — adjacent steps of a ramp that carries identity by lightness
alone, which at a 2px stroke read as close to one picture. Each count now
takes the slots furthest apart that the ramp allows: 1 -> 1, 2 -> 1/5,
3 -> 1/3/5, 4 -> 1/2/4/5. Five lines are unchanged.

Moving a default is only safe because the mechanism around it is inert: a
palette a dashboard wrote down is still drawn exactly as written, so no stored
document means anything different than it did. `palette.check.ts` now pins the
spread table and says which of the two properties is permanent.

An unnamed palette is empty rather than the whole ramp, so the settings panel
shows nothing picked when a dashboard is on automatic — and deselecting the
last colour is now the way back to it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 10:53:28 +02:00
stroblmeandClaude Opus 5 98bf8fb7b0 Tell React Flow which theme it is drawing in
React Flow stamps `colorMode` on its wrapper as a class and defaults it to
`light`. The app's own token scopes are named `.light` / `.dark` — the classes
that let a dashboard be forced to one theme inside a shell on the other — so
every canvas was silently redeclaring the light palette on its own subtree:
white node cards and a white canvas in dark mode, with the inherited
`--foreground` text still near-white and therefore invisible. Home's neurons
had the same fault, drawn with white ring gaps and the light `--primary`.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 09:29:30 +02:00
stroblmeandClaude Opus 5 e25351f515 Correct the flow.css header: the canvas does pass colorMode
The comment said the canvas follows the theme without a `colorMode` prop. It
does not — React Flow stamps that prop on the wrapper as a class and defaults
it to `light`, which collided with the app's own `.light` token scope and
re-themed the whole canvas. The prop landed in 4e1898a; this is its reason.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 09:28:42 +02:00
stroblmeandClaude Opus 5 163847cdc1 Give the traceback button its width back
Reserving a slot for all three status controls left 72px for a node's title,
against about 140px before. Only the stop button and the dot come and go on
their own; the traceback button appears when a node newly fails and goes when
someone acknowledges it, which is a thing to notice rather than a flicker. It
goes back in the row, and the title gets 106px.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 09:28:25 +02:00
stroblmeandClaude Opus 5 b9922e7a7d Apply the chart cursor correction exactly once
uPlot writes what `cursor.move` returns back into the value it hands in next
time and calls it again on every redraw — and a chart sets its data on every
render. The correction was therefore applied repeatedly: the cursor walked
left while the pointer stood still, and the position taken at mousedown no
longer matched the one held at mouseup, which uPlot reads as a drag and
answers by swallowing the click. That is what stopped a chart tile being
selectable in the dashboard editor.

The refiner now returns its previous answer unchanged when handed it back, so
a redraw is a no-op. Lifted out of the config as `cursorRefiner` so the branch
can be checked without a browser; `cursor.check.ts` replays uPlot's own
sequences, including the press-is-not-a-drag one that regressed.

The Playwright hover test now also asserts the cursor holds its place across a
redraw, which is what the first version missed.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 09:13:03 +02:00
stroblmeandClaude Opus 5 2fcaf96a83 Dashboard-level chart palette
A dashboard names the data colours its charts draw with: an ordered, distinct
subset of the `--chart-1…5` ramp, stored on the settings channel that already
carries `theme` and `locked`. No backend or client change — `SettingDef.value`
is free-form and a name this build does not wire up is left alone rather than
refused.

Naming none is the whole ramp, which resolves to the identical token per
series as the `--chart-${(index % 5) + 1}` charts drew with before, so every
existing dashboard is unaffected. `palette.check.ts` asserts that equivalence
rather than trusting it.

Distinct slots, not free assignment with repeats: only slot 1 against slot 5
clears 3:1 within the ramp, so two traces on one slot could not be told apart.
Status colour is deliberately outside the palette — a fault is `--destructive`
because of what it means, not because of where it sits.

The provider is mounted by the editor as well as the view, so picking a
palette repaints the charts beside the panel instead of describing them.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 08:45:31 +02:00
stroblmeandClaude Opus 5 148d50f2bd Grow a node with its ports, stop it flickering, draw what it reaches out to
- A node's height follows the ports on its busiest side. It is a function of
  the document, so `layoutGraph` reserves exactly what is drawn and nothing
  measured is fed back into the layout.
- The three status controls now sit in slots that are there whether the
  control is or not. A node running many times a second mounted and unmounted
  the stop button on every execution, resizing the card each time.
- A port bound to another flow's message is drawn as a label, naming the node
  at the far end and its type. Only the opposite direction was answered
  before. The scan behind both is now cached on the store's commit counter
  rather than reading every flow per request.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 06:35:28 +02:00
stroblmeandClaude Opus 5 680c6053b9 Chart cursor, range picker in the header, line smoothing
A dashboard canvas is CSS-scaled to fit its panel while uPlot maps the
pointer against its own unscaled plot width, so the cursor drifted further
right the further into a chart it went. A `cursor.move` refiner divides the
visual offset back into layout pixels; unscaled hosts get a no-op.

A querying chart's range picker moves onto the frame's title line through a
new `useHeaderSlot`, giving the plot back the row it spent. The editor's drag
handle is the header, so the picker is exempted from it.

Charts can be drawn as a monotone cubic spline — uPlot's own path builder,
monotone so a smoothed line never invents a reading between two real ones.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 06:27:48 +02:00
stroblmeandClaude Opus 5 5cbde1000f Draw the in-progress connection in the selected stroke
`--xy-connectionline-stroke` was never set, so the line dragged between two
ports took xyflow's `#b1b1b7` literal in both themes and was a hair thinner
than the edge it became. It is a selection-like state, so it takes `--primary`
and the canvas's own edge width.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 06:22:32 +02:00
stroblmeandClaude Opus 5 d240fa1f3e Brain view: slower edge falloff, chase arc in the neuron's gap
--brain-decay 90s -> 150s and the wire floor 32% -> 16%, so a quiet
connection dims further and takes longer doing it. The pulse ring's inset
and band become custom properties (defaults unchanged for the editor's
card), and the neuron passes its own ring and gap so the arc runs the full
width of the gap; it moves after the disc, which otherwise paints over it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 06:21:26 +02:00
stroblmeandClaude Opus 5 b2ade12518 Give the canvas dot grid the token colour React Flow actually reads
`flow.css` set `--xy-background-pattern-dots-color`, which nothing reads:
xyflow's `.react-flow__background-pattern.dots` reads
`--xy-background-pattern-color` and only falls back to the `-dots-color-default`
literal. The grid was therefore pinned to `#91919a` in both themes — and with no
`colorMode` prop the `.react-flow.dark` default never applies either, so it read
as a light-mode grid on a dark canvas.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016ZeGnqVsf5VHQqvz4HdUhN
2026-08-23 06:20:26 +02:00