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Product · how it works

The whole stack, one local app.

Vega folds the workflow engine, the interface builder, the data tools, and the AI into a single canvas that runs on your machine. Here's each part — in detail.

See it in action

Vega, in action.

A working build of the module builder, running right here in the page. Lay out the interface, switch to the logic graph, then run it. The deep-dives below break down each part.

Not a screenshot — a working builder. Drag an element, flip the tabs, then press Run.
Invoice Parser
Logic Nodes
Search nodes…
Control Flow
ConditionBranch logic (If/Else)
DelayPause for a set time
Error HandlerCatch & retry errors
LoopIterate a list or range
ParallelRun branches at once
SwitchRoute by value
Data
Data BuilderBuild explicit values
Data ParserParse JSON/XML/RSS
Data TransformationClean & reshape data

Button

UI Interaction

button_1780992210114

File Operations

./data
LISTREAD
file_operations_1780992210562

Parallel

2 Branches · 10 Workers
Wait for all branches
parallel_1780992210839

AI Agent

Modelqwen3.5-flash
Provider: Local
Output: TEXT
ai_agent_1780992211203

Data: Pipeline

Operation:4 Steps
data_transformation_1780992211487

Table

UI Interaction

table_1780992211765

Double-click a wire to disconnect · Ctrl-drag to slice · drag pin → pin to wire

Press Run — the logic fills the table.

Invoice Parseridle
Vendor
Date
Amount
AI Summary
QQuill
Apr 28
$144.00
Recurring SaaS — auto-approve
EElm Office
May 02
$86.20
Office supplies
NNorthbeam
May 05
$2,318.40
Spike vs last month — flag ▲

AI Summary = the AI node's verdict on each row.

01Unified flow

The interface, the logic, and the AI — connected in one flow.

A Vega module isn't a headless script. Its UI Builder and Logic Graph share one canvas: every interface element is also a node, wired directly alongside control-flow, data, and AI nodes. One connected system, two synchronized views.

  • Drag in real UI elements — inputs, dropdowns, tables, file handlers — and they become connected nodes in the same graph.
  • Full node families: Control Flow, Data, file/PDF, Variables, AI agents, and more.
  • A 3-pane inspector on every node — context variables, settings, and live output side by side.
  • Watch it run: animated connections, per-node timing, and the exact node that failed lit in red.
Lead Scorermodule builder
UI Builder
Company
Industry
Software
Revenue
Weight
Score lead
Logic Graph
Button
AI Agent
Score
Results
UI element = nodelive runper-node timing
02Copilotpreview

Ask Copilot anything — it knows Vega, and can drive it.

Ask how to do a task and Copilot guides you; ask it to, and it acts — changing settings, running modules, wiring nodes, even starting a module for you, visibly. Runs on your own API key.

  • Ask it anything — how a node works, why a run failed, what to do next.
  • Drives the app, not just advises — settings, runs, nodes, in the builder you watch.
  • Suggests nodes and steps — and can build — name a goal; it picks and wires the nodes.
  • Your key, your model — your own API key, cloud or local; small models work.
Copilot builds Lead Scorerguided build
Score new leads from leads.csv — flag the hot ones.

On it — building your flow:

added Table I/O · leads.csv
added AI · Score — a verdict per lead
added Results table · Name · Score
compiled a module — Lead Scorer
Table I/O

leads.csv

AI · Score

hot / warm / cold

Results

Name · Score

run · results ran — 3 leads scored
Alder Corp92
Ridgeway61
Inlet23
03Local & yours

Your machine is the cloud.

Vega installs locally and opens in your browser — a local app, not a website. Nothing leaves your computer. And your other devices connect over your own network, no third party in between.

  • 100% local — runs offline, your data never leaves your machine.
  • LAN multi-device — open Vega from a second laptop, or a phone as a companion.
  • Device Chat + transfers — message and send files across your devices with no size limit.
  • Access is approval-gated to your network. (Hardening — auth, rotating passcodes — is on the roadmap.)
no cloud
your machine
her laptop
your phone
Device chat
invoice-batch.zip
you → her laptop · 248 MB
sent
⇄ your own network · files move free
04Modules

Build once — it's an app, a widget, a node, and a file.

Everything you build is one module — built once, never rebuilt. The same module takes four forms, and they never drift out of sync.

  • Four forms, one build — a full app you run, a live dashboard widget, a node in your next flow, and a complete node-by-node workflow anyone can run.
  • Export in three tiers — clean · with your settings · trusted (encrypted keys, password-protected).
  • Fully self-contained — the .zip bundles the nodes, Python packages, and sub-modules. The recipient installs nothing.
Lead Scorer
App
Widget
82
Node
Export · one self-contained file
clean+ settingstrustedmodule.zip
05Mission control

Build it, then run it like software.

Vega isn't only where you build tools — it's where you launch, schedule, and watch them. Search any module, pin it to launch, schedule it from once to always-on, and keep an eye on the activity log.

  • Search & pin-to-launch — a command-palette for your tools; one click to run a pinned module.
  • Local scheduler — Once, Daily, Weekly, Interval, or Continuously. Cron, on your machine.
  • Activity log + notifications — see every run; a Notification node pushes alerts to the bell.
  • Run several at once — minimize a running module and build another; cap each one's resources.
Search your tools…
Pinned
Price MonitorDaily · 9:00
Invoice ParserOn demand
Sales DashboardLive
Report BuilderWeekly · Mon
Activity
Price Monitor ran9:00 AM
Invoice Parser ran8:42 AM
Sales Dashboard refreshed8:30 AM
Report Builder running…now
CPU capped · 2 running

What we're still building

Vega is being rebuilt for a major update. We'd rather tell you the rough edges than have you find them.

Copilot is early

The architecture is real and the vision is set — but it still trips on commands today. We ship it as a preview.

Device security is basic

Approval-gated and LAN-scoped today. Authenticator and rotating passcodes are on the roadmap.

The Library is growing

A small, real catalog — not a giant store. It fills out with every release, and with what you build.

See it on your own machine.

Open-beta access has ended while we prepare a major update — join the list and we’ll tell you the moment it’s back.