# Agent Insights: agent spend against project budgets

> Agent Insights now prices every coding-agent session, tracks spend against a budget for each project, and suggests skills mined from repeated failures.

Source: https://entelligence.ai/changelog/2026-07-06-agent-insights-spend-budgets-and-skills
Updated: 2026-07-06

Jul 6, 2026 · Agent Insights

Agent Insights shows what your coding agents cost in dollars, project by project against each budget. Open a project and its spend is charted week by week against the budget, so an overrun shows up before the month ends.

## Spend in dollars, not tokens

The Overview leads with total spend, cost per developer and cost per session, and the project and model breakdowns are sized by dollars, with tokens underneath. The sessions drawer prices each session, so a spike traces back to the work that caused it.

## A budget for every project

The new Budget tab sets a weekly budget per project and charts actual spend against it, with a recommended threshold beside the one you set. Each project card shows the sessions behind the number and the status of its Linear or Jira project, and project names link straight to it.

## Skills suggested from your own transcripts

Agent Insights reads agent transcripts for failures that repeat across people and tasks, then recommends a skill to create or adopt, with the evidence count beside it. Open a skill to see its definition, where it is already used, and the opportunity it covers. Ask Ellie is available on every chart for the questions the dashboard does not answer.

## Improvements

- Agent Insights: Sessions from opencode are now collected, and Conductor runs are labelled.
- Agent Insights: Every widget has a first-run state that explains what will appear and how to connect it.
- Agent Insights: Outcomes has a time range and four ways to read where the work happened.
- Agent Insights: Team cost fields on the team breakdown.
- Agent Insights: Charts are hoverable, with notes that call out what changed.

## Fixes

- Agent Insights: Budgets are monthly where the plan is monthly, and windows say exactly what they cover.
- Agent Insights: Heatmap cells show the exact date on hover.
- Agent Insights: Loading states match the shape of the card that replaces them.

## Read more

- [Agent Insights](https://entelligence.ai/agent-insights)
- [Ask Ellie](https://entelligence.ai/ask-ellie)

All releases: [Changelog](https://entelligence.ai/changelog.md)