Measurement

Every session, every dollar, every task — measured live.

Every agent session, every LLM dollar, every task completion — captured automatically from your IDE and piped into live dashboards. Leadership gets board-ready numbers; engineering gets the visibility to steer.

Monitor
Plans
Docs
Control
Task Lists
Deviations
Agents
Workflows
RC
Cycle Time
2.3
days · −1.4 vs last month
Agent Spend
$842
flat/wk · vs last week
Task Throughput
48
+24%/wk · vs last qtr
Project ROI
4.2x
+0.6xabove 3x target
Plan Progress
Search Overhaul v262% · est. Aug 12
Checkout Redesign60% · est. Jul 10
Payment Integration25% · est. Jul 24
API Gateway100% · est. shipped
Agent Activity
Daily Agent Spend
3/103/133/153/183/203/23050100150200$
Contribution Heatmap
258124101832384522632535425028105203036402484152228321812881520251463381215831MonTueWedThuFriSatSun6am9am12pm3pm6pm9pm12am
Blocked & Waiting
TaskStatusWaitingReason
PAY-7 Klarna BNPL flowBlocked2d 4hDep: AUTH-9
SRCH-25 Vector retrievalWaiting1d 8hReview pending
PAY-13 Rate limiterBlocked18hDep: PAY-11
Captured, not entered

From raw IDE events to board-ready metrics

No manual entry. No spreadsheet exports. Dashboards update as work happens — IDE plugins and MCP integrations pipe the data in the moment it’s created.

  • Cost attribution per task, agent, and LLM model — down to the token.
  • Real-time project progress, piped straight from dependency-graph completion.
  • Time-series trend analysis backed by a dedicated metrics database.
  • A metrics query API for custom formulas and computed KPIs.
Total agent cost · this feature?auto-calculated from 23 agent sessions
Metrics

Everything Spaces measures

Captured automatically from agent sessions and IDE events — no manual entry. Every metric, with what it means right next to it.

Cost savedHuman hours saved at your rate, minus model spend.
Hours savedHuman hours saved per task vs. doing it manually.
Organization ROITotal savings ÷ total spend across every plan.
Plan ROISavings ÷ cost for a single plan.
Model costLLM spend, attributed to each workflow step.
Cost per taskExecution cost summed from every event on a task.
Cost per planIncremental execution cost rolled up per plan.
Cost per workflowCost across every task using a workflow.
Cost per sessionObserved cost of a single working session.
Cost per agent runCost incurred by one agent run.
Cost per skill runCost of runs where a skill was primary.
Cost per memberCoding cost attributed to each person.
Input tokensLLM input tokens consumed.
Output tokensLLM output tokens generated.
Cache readsPrompt-cache read tokens.
Cache writesPrompt-cache creation tokens.
Compose any view

Every widget type you need. Your layout, your data, your rules.

Build the exact view your team needs. Arrange widgets on a grid, resize to fit, then share with your org, organize into folders, or pin a dashboard to any Space. Export to PDF for stakeholder reviews. Pick a widget below to see it rendered with live data.

Plan Timeline
API Gateway
Apr 6 – May 15 · 100%
Auth Service v2
Apr 27 – May 29 · 100%
Checkout Redesign
May 18 – Jul 10 · 60%
Payment Integration
Jun 2 – Jul 24 · 25%
Search Overhaul v2
Jun 23 – Aug 12 · 10%
Feb 1Mar 1Apr 1May 1Jun 1Jul 1Aug 1Sep 1Oct 1Today

Gantt Chart

Visualize what’s parallel, what’s sequential, and where the bottleneck is.

Gantt charts map tasks against a timeline with colored bars showing duration and overlap. Dependencies render as connections between bars. This is the widget you pin when the question is “when will this ship?” — the critical path becomes visually obvious, and you can see which tasks can run in parallel.

  • Plan timeline with task dependencies
  • Agent execution schedule visualization
  • Milestone tracking against deadlines
One dataset, every seat

Dashboards for the decisions your org actually makes

Everyone builds the view they need from the same live data. No waiting for a status update, no reconciling three exports — one source of truth, read three ways.

Executives

AI ROI, total spend, and productivity gains in one view. Board-ready KPIs update automatically from live project data, so leadership reviews run on numbers instead of anecdotes.

AI ROI · Total spend · Productivity

Engineering Leadership

Track cost efficiency, throughput multipliers, and delivery risk across teams in real time. Spot drift early, rebalance agent capacity, and prove AI impact with data your VP can trust.

Throughput · Cost efficiency · Risk

Product Management

See plan progress, dependency bottlenecks, and projected delivery dates without chasing updates. Keep roadmap decisions grounded in live execution and cost data.

Progress · Bottlenecks · Forecasts

Related features

Cost Attribution

The per-task cost data that powers your finance dashboards — down to the token.

Productivity

Throughput multiples and cycle-time data for your productivity views.

Forecasting

Delivery projections and cost forecasts, visualized in dashboard widgets.

Every question your leadership asks has a live answer.

Cost, throughput, productivity, and project status — all in configurable dashboards that update with every task completion. Board-ready in a shareable link. No exports, no decks.