Live Activity Dashboards

The products section of the dashboard gives you a real-time window into everything the AI fleet is actively building, testing, and shipping across all your products.

Products List (/dashboard/products)

Fleet Activity Banner

A banner at the top of the products list shows the live state of the entire fleet:

• Active pipelines — count of pipeline runs currently in progress across all products
• Current stages — which products are in which stage (researching, building, deploying, etc.)
• Weekly features shipped — running total of features released in the last 7 days

The banner auto-refreshes every 15 seconds. It fetches data from two endpoints:

Endpoint	Refresh cadence	Used for
observability.getActivePipelines	15 s	Active pipeline list and stages
observability.getFleetSummary	60 s	Weekly features-shipped count

If there are no active pipelines, the banner switches to a neutral idle state (or can be hidden entirely with hideIfIdle).

Product Card Enhancements

Each product card now surfaces live build data:

• Pulsing blue dot + shimmer border — visible only when a pipeline is actively running for that product
• Feature progress bar — shows shipped / total features with a fill bar, plus a breakdown of how many are currently building or queued
• Footer stats — total pipeline run count and the version number of the last release

Header Active Count

The page heading subtitle dynamically reads "X actively building" whenever one or more products have a live pipeline run.

List View: Activity Column

When viewing products in list mode, an Activity column displays the current pipeline stage label for any product with an active run (e.g. researching, building code, deploying).

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Product Overview (/dashboard/products/[id])

Two-Column Layout

The product overview page uses a responsive grid:

• Left (2/3) — existing project overview stats, mission statement, setup banner, and discovery progress
• Right (1/3) — Live Activity sidebar (see below)

On small screens both columns stack vertically.

Live Activity Sidebar

The sidebar (LiveProductActivity) is scoped to the individual product and shows:

Current Pipeline Status

• Status label with a pulsing LIVE badge when a run is in progress
• Idle indicator when no run is active

7-Day Summary Stats

Stat	Description
Pipeline runs	Total runs started in the last 7 days
Success rate	Percentage of runs that completed successfully
Agent jobs	Total agent invocations dispatched

Recent Runs Mini-Feed

• Shows runs from the last 3 days
• Expand/collapse control to show more detail
• Each row includes the run status and relative time

Agent Type Breakdown

Per-agent-type rows with:

• Agent name (Engineer, Researcher, UI/UX, etc.)
• Success rate shown as a filled progress bar

3-Day Counter Cards

• Side-by-side Successful and Failed run counters for the last 3 days

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Pipeline Stage Labels

The following stage identifiers are recognised and mapped to human-readable labels throughout the dashboard:

Status value	Display label
queued	queued
researching	researching
designing	designing
implementing	building code
testing	running tests
awaiting_approval	awaiting approval
releasing	deploying
marketing	writing copy
documenting	documenting
syncing_branches	syncing branches

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Data Sources

All live data is served by the existing observability tRPC router. No new endpoints were added.

observability.getActivePipelines       — which pipelines are running right now
observability.getProjectRecentRuns     — per-product run history feed
observability.getProjectSummary        — 7-day aggregate stats
observability.getFleetSummary          — fleet-wide weekly summary
observability.getProjectAgentBreakdown — per-agent-type success rates

The products list page fires all enrichment queries in parallel (recent runs, active runs, feature counts, total run counts, last releases) to minimise load time.