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Access Agentforce Vibes Usage with Agentic Development (Developer Preview)
To track and analyze Agentforce Vibes data, enable the Agentic Development dashboard. The dashboard aggregates Agentforce Vibes activity from the last 30 days and provides analytics about AI-powered development, developer productivity metrics, and AI model utilization. Admins can filter data and analytics by Org Type: sandbox, production, or all orgs.
Required Editions
| Available in: Lightning Experience in Professional (API access required), Enterprise, Performance, Unlimited, and Developer Editions |
| Not available in: Government Cloud Plus. Contact your Salesforce account executive for more details. |
| Not available in: EU Operating Zone. EU Operating Zone is a special paid offering that provides an enhanced level of data residency commitment. DevOps Center is supported in orgs in the EU that aren’t part of EU OZ, per standard product terms and conditions. |
Prerequisites
Agentic Development analytics require Agentforce Vibes activity in the last 30 days. Developer activity appears in the dashboard only if you’ve already installed the Agentforce Vibes Extension, and activity can take up to 24 hours to appear after the extension records a session.
Evaluate Agentic Development Insights
The dashboard sorts insights into these sections.
AI-Powered Development and Productivity
See how Agentforce Vibes tools drive code generation and developer productivity through these metrics.
| METRIC | Details |
|---|---|
| Accepted Lines of Code (LOC) | The number of AI-generated LOC approved, used, or accepted by developers. |
| Acceptance Rate | The percentage of AI-generated LOC accepted by developers out of all AI-generated LOC. |
| Est. Hours Saved | An estimate of development time saved per accepted LOC. This number is based on the industry-standard productivity benchmark of two minutes saved per accepted LOC. |
| Active Developers | The total number of active developers over the last 30 days. |
Below these metrics, you can find a chart that displays AI activity and output over time. The chart tracks the total number of generated LOC, the number of accepted LOC, and the total number of Agentforce Vibes requests over the last 30 days.
This section also includes a chart that measures adoption velocity by comparing the number of active developers over four one-week periods.
Org Activity
The charts in this section summarize org-level data to help you identify the most active orgs.
The Top Orgs by Requests chart displays the orgs with the most requests to Agentforce Vibes over the last 30 days. The Top Orgs by Accepted LOC chart identifies the five orgs with the highest number of accepted LOC over the same period.
AI Token and Model Usage
In this section, evaluate token consumption, model efficiency, and accepted LOC output. The top of the section displays the total number of tokens used, the average number of tokens spent per request to Agentforce Vibes, and the total number of tokens spent per accepted LOC, all over the last 30 days. Next to each of these three metrics, you can see how data from the last 30 days compares to data from the preceding 30-day period.
Under those three metrics is a chart that displays the number of tokens used by different AI models. In the adjacent chart, you can also see the number of accepted LOC by your five most-used models.
