AI Sessions

Audience: Customer — this page documents the AI sessions page and session details.

The AI Sessions page (/dashboard/ai) provides comprehensive analytics for AI-assisted development activity.

URL

/dashboard/ai

Access

Pro and Enterprise only. Feature gate: sessions_page.

Wrapped in <FeatureGate featureKey="sessions_page">.

Data Source

GET /api/v1/ai/analytics?period={period}

Returns AnalyticsData containing summary metrics, daily stats, model breakdowns, tool usage, project stats, file stats, language stats, and violation impact.

Primary Stats (Top Row)

Five headline cards:

Card	Metric	Color
AI Sessions	`totalSessions`	Purple
Total Tokens	`totalTokens`	Blue
AI Cost	`totalCost`	Yellow
Est. Loss from Violations	`violations.estimatedLoss`	Red (highlighted card)
Active Time	`totalActiveTimeMs`	Green

Rule Violations Impact

Displayed when violations exist. A bordered card showing:

Metric	Description
Critical Errors	Count with "~9 min fix" estimate
Warnings	Count with "~5 min fix" estimate
Info	Count with "~2 min fix" estimate
Total Impact	Estimated monetary loss + correction percentage

Cost is calculated from per-rule fix time estimates at the user's hourly rate.

Token Breakdown

Two cards showing:

Card	Metric
Input Tokens	`totalInputTokens`
Output Tokens	`totalOutputTokens`

Productivity Metrics

Three cards:

Card	Metric	Description
Tokens/min	`tokensPerMinute`	Token throughput
Lines/hour	`linesPerHour`	Code output rate
Cost/line	`costPerLine`	Cost efficiency

Code & Tool Stats

Five cards:

Card	Metric	Color
Lines Added	`totalLinesAdded`	Green (+)
Lines Removed	`totalLinesRemoved`	Red (-)
Acceptance	`codeAcceptanceRate` (%)	Green
Tool Calls	`totalToolCalls` + `toolSuccessRate`	Neutral
Errors	`totalErrors` + `errorRecoveryRate`	Red count

Conversation Stats

Three cards:

Card	Metric	Description
Conv. Turns	`totalTurns`	Total conversation turns
User Intervention	`userInterventionRate` (%)	How often users had to correct the AI
Net Lines	`netLinesChanged`	Lines added minus lines removed

Daily Activity Chart

Bar chart showing requests per day over the selected period. Purple bars. X-axis shows dates (MM-DD format).

Daily Cost Chart

Bar chart showing AI cost per day. Yellow bars. Hover tooltip shows formatted cost.

Model Usage Table

List of AI models used:

Column	Description
Model	Model name (e.g., `claude-opus-4-6`)
Requests	Number of API requests
Cost	Total cost for that model
Tokens	Total tokens consumed

Tool Usage Table

Top 8 most-used tools:

Column	Description
Tool	Tool name (Read, Write, Edit, Bash, etc.)
Calls	Number of invocations
Success Rate	Percentage of successful calls (color-coded: green ≥90%, yellow ≥70%, red <70%)
Avg Duration	Average execution time in milliseconds

Top Modified Files

Top 8 files by modification frequency:

Column	Description
File	Filename (last path segment)
Lines Added	Green (+N)
Lines Removed	Red (-N)
Cost	AI cost attributed to that file

Cost by Language

Top 8 programming languages by cost:

Column	Description
Language	Programming language
Lines Added	Green (+N)
Lines Removed	Red (-N)
Cost	Total AI cost for that language

Project Breakdown

Table showing per-project statistics (when multiple projects are tracked):

Column	Description
Project	Project name
Sessions	Number of AI sessions
Requests	Total API requests
Active Time	Formatted duration
Lines Added	Green (+N)
Cost	Total AI cost