Productive orchestration
Make the web app feel as sharp as the terminal.
Route multiple models across the same repo, track the cost before you commit, and keep proof artifacts attached to every higher-risk change.
Routing
Multi-model
Compare cost, latency, and proof score before choosing.
Proof
Attached
Guardrails, diffs, and checks stay close to the run.
Spend
Visible
Caps and ledger views built into the workflow.
Live Workspace
One cockpit for routing, proof, and spend control
2 files changed, 1 proof artifact attached, estimated cost $0.41
Route Strategy
Route fast questions to cheap models, escalate only when the proof score or repo complexity warrants it.
Controls
$220 team guardrail
Proof, policy, and PR checks before merge
Browse repos, queue runs, and inspect logs without leaving the browser.
The Hub is where GitHub connection, workspace context, run logs, and PR creation finally belong together.
Spend controls should be legible, not hidden behind settings pages.
Team wallet state, renewals, top-ups, caps, and usage trends live in one connected workspace.
Automation should feel controlled, reversible, and transparent.
Proof checks, repo previews, billing signals, and explicit confirmation paths reduce the “black box” feeling.
Workflow
A better UI means fewer mental context switches.
Start with intent
Prompt, model, repo, and spend information belong in the same decision surface.
Stay in context
Logs, file tree, and PR state should be visible without modal jumps or browser prompts.
Finish with confidence
Proof artifacts and billing outcomes need to be obvious before a user takes the last irreversible action.