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sentryagent-idp/openspec/changes/phase-5-scale-ecosystem/specs/analytics-dashboard/spec.md
SentryAgent.ai Developer 389a764e8d feat(openspec): propose phase-5-scale-ecosystem change
6 workstreams, 119 tasks — Scale & Ecosystem:
- WS1: Rust SDK
- WS2: Agent-to-Agent (A2A) Authorization
- WS3: Advanced Analytics Dashboard
- WS4: Public API Gateway & Rate Limiting SaaS
- WS5: Developer Experience (DX) improvements
- WS6: AGNTCY Compliance Certification Package

Awaiting CEO approval to begin implementation.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-02 15:33:08 +00:00

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## WS3: Advanced Analytics Dashboard
### Purpose
Give paying tenants actionable visibility into their agent usage patterns. Analytics surface four dimensions: agent activity over time (heatmap), token issuance frequency and volume (trends), credential rotation frequency (rotation frequency table), and per-endpoint API call patterns (call patterns breakdown). Data is pre-aggregated nightly from the existing `usage_events` table into a new `analytics_daily_aggregates` table. Analytics are rendered in a new Analytics tab in the existing React web dashboard.
### New Endpoints
#### `GET /analytics/usage-summary`
**Summary:** Return a high-level usage summary for the authenticated tenant over a date range.
**Authentication:** Bearer token (tenant-scoped).
**Query Parameters:**
| Parameter | Type | Required | Default | Constraints |
|---|---|---|---|---|
| `from` | string (YYYY-MM-DD) | no | 30 days ago | Must be <= `to` |
| `to` | string (YYYY-MM-DD) | no | today | Must be <= today |
**Response 200** (`application/json`):
```json
{
"tenantId": "string (UUID)",
"period": {
"from": "string (YYYY-MM-DD)",
"to": "string (YYYY-MM-DD)"
},
"summary": {
"totalApiCalls": 84320,
"totalTokenIssuances": 12400,
"totalCredentialRotations": 48,
"activeAgentCount": 23,
"averageDailyApiCalls": 2810,
"peakDailyApiCalls": 5102,
"peakDate": "2026-03-28"
}
}
```
**Error Responses:**
| Status | Code | Description |
|---|---|---|
| 400 | `INVALID_DATE_RANGE` | `from` > `to`, or date range exceeds 365 days |
| 401 | `UNAUTHORIZED` | Missing or invalid Bearer token |
| 403 | `ANALYTICS_NOT_AVAILABLE` | Tenant is on free tier — analytics require Pro or Enterprise |
| 429 | `RATE_LIMITED` | Rate limit exceeded |
---
#### `GET /analytics/agent-activity`
**Summary:** Return per-agent daily activity counts for heatmap rendering.
**Authentication:** Bearer token (tenant-scoped).
**Query Parameters:**
| Parameter | Type | Required | Default | Constraints |
|---|---|---|---|---|
| `from` | string (YYYY-MM-DD) | no | 30 days ago | Must be <= `to` |
| `to` | string (YYYY-MM-DD) | no | today | Max range: 90 days |
| `agentId` | string (UUID) | no | (all agents) | Filter to a single agent |
**Response 200** (`application/json`):
```json
{
"tenantId": "string (UUID)",
"period": {
"from": "string (YYYY-MM-DD)",
"to": "string (YYYY-MM-DD)"
},
"agents": [
{
"agentId": "string (UUID)",
"agentName": "string",
"dailyActivity": [
{
"date": "2026-03-01",
"apiCalls": 342,
"tokenIssuances": 12,
"credentialRotations": 0
}
]
}
]
}
```
**Error Responses:**
| Status | Code | Description |
|---|---|---|
| 400 | `INVALID_DATE_RANGE` | `from` > `to`, or date range exceeds 90 days |
| 401 | `UNAUTHORIZED` | Missing or invalid Bearer token |
| 403 | `ANALYTICS_NOT_AVAILABLE` | Free tier — requires Pro or Enterprise |
| 404 | `AGENT_NOT_FOUND` | `agentId` filter specified but agent does not belong to tenant |
| 429 | `RATE_LIMITED` | Rate limit exceeded |
---
#### `GET /analytics/token-trends`
**Summary:** Return daily token issuance counts and success/failure breakdown for trend charts.
**Authentication:** Bearer token (tenant-scoped).
**Query Parameters:**
| Parameter | Type | Required | Default | Constraints |
|---|---|---|---|---|
| `from` | string (YYYY-MM-DD) | no | 30 days ago | Must be <= `to` |
| `to` | string (YYYY-MM-DD) | no | today | Max range: 365 days |
| `granularity` | string | no | `day` | Enum: `day`, `week` |
**Response 200** (`application/json`):
```json
{
"tenantId": "string (UUID)",
"period": {
"from": "string (YYYY-MM-DD)",
"to": "string (YYYY-MM-DD)"
},
"granularity": "day",
"dataPoints": [
{
"date": "2026-03-01",
"totalIssuances": 420,
"successfulIssuances": 415,
"failedIssuances": 5,
"uniqueAgents": 8
}
]
}
```
**Error Responses:**
| Status | Code | Description |
|---|---|---|
| 400 | `INVALID_DATE_RANGE` | `from` > `to`, or date range exceeds 365 days |
| 400 | `INVALID_GRANULARITY` | `granularity` is not `day` or `week` |
| 401 | `UNAUTHORIZED` | Missing or invalid Bearer token |
| 403 | `ANALYTICS_NOT_AVAILABLE` | Free tier — requires Pro or Enterprise |
| 429 | `RATE_LIMITED` | Rate limit exceeded |
---
### Database Schema Changes
#### Migration: `009_add_analytics_aggregates.sql`
```sql
CREATE TABLE analytics_daily_aggregates (
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
tenant_id UUID NOT NULL REFERENCES tenants(id) ON DELETE CASCADE,
agent_id UUID REFERENCES agents(id) ON DELETE SET NULL, -- NULL = tenant-wide aggregate
date DATE NOT NULL,
metric_type VARCHAR(64) NOT NULL, -- 'api_calls' | 'token_issuances' | 'credential_rotations' | 'token_failures'
count BIGINT NOT NULL DEFAULT 0,
created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
CONSTRAINT uq_daily_aggregate UNIQUE (tenant_id, agent_id, date, metric_type)
);
-- Index for analytics queries (tenant + date range)
CREATE INDEX idx_analytics_tenant_date ON analytics_daily_aggregates(tenant_id, date);
CREATE INDEX idx_analytics_agent_date ON analytics_daily_aggregates(agent_id, date) WHERE agent_id IS NOT NULL;
```
#### Nightly Aggregation Job
A `node-cron` job runs at `00:05 UTC` daily inside the Express API process. It executes an upsert query aggregating the previous day's `usage_events` rows into `analytics_daily_aggregates`. The job is idempotent — running it twice for the same date produces no duplicates (upsert on the unique constraint).
Job logic (pseudocode):
```
1. Compute target_date = yesterday (UTC)
2. SELECT tenant_id, agent_id, metric_type, SUM(count)
FROM usage_events
WHERE date = target_date
GROUP BY tenant_id, agent_id, metric_type
3. UPSERT INTO analytics_daily_aggregates
ON CONFLICT (tenant_id, agent_id, date, metric_type)
DO UPDATE SET count = EXCLUDED.count, updated_at = NOW()
```
### New Source Files
| File | Description |
|---|---|
| `src/services/AnalyticsService.ts` | Business logic: query aggregates, build response shapes, Redis caching |
| `src/controllers/AnalyticsController.ts` | HTTP handlers for analytics endpoints |
| `src/routes/analytics.ts` | Express router for `/analytics/` prefix |
| `src/jobs/analyticsAggregation.ts` | `node-cron` job that aggregates usage_events nightly |
| `src/types/analytics.ts` | TypeScript interfaces: `UsageSummary`, `AgentActivityResponse`, `TokenTrendsResponse`, `DailyAggregate` |
| `dashboard/src/pages/Analytics.tsx` | New Analytics tab in existing React dashboard |
| `dashboard/src/components/charts/AgentHeatmap.tsx` | Heatmap component using `recharts` `ResponsiveContainer` + custom cells |
| `dashboard/src/components/charts/TokenTrendsChart.tsx` | Line chart of token issuance over time using `recharts` `LineChart` |
| `dashboard/src/components/charts/RotationFrequencyTable.tsx` | Sortable table of credential rotation counts per agent |
| `dashboard/src/api/analyticsApi.ts` | Typed fetch functions for analytics endpoints |
### Modified Source Files
| File | Change |
|---|---|
| `src/app.ts` | Register `analytics` router; start nightly aggregation cron job |
| `src/infrastructure/migrations/` | Add `009_add_analytics_aggregates.sql` |
| `dashboard/src/App.tsx` | Add Analytics route and nav link |
| `package.json` (API) | Add `node-cron` dependency |
| `package.json` (dashboard) | Add `recharts`, `date-fns` dependencies |
| `docs/openapi.yaml` | Add analytics endpoints |
### Redis Caching
Analytics responses are cached in Redis with `analytics:{tenantId}:{endpoint}:{queryHash}` keys. TTL: 5 minutes for agent-activity and token-trends; 60 seconds for usage-summary. Cache is invalidated on the next request after TTL expiry (no explicit invalidation).
### `AnalyticsService` Interface
```typescript
interface IAnalyticsService {
/**
* Return a high-level usage summary for a tenant over a date range.
*/
getUsageSummary(tenantId: string, from: Date, to: Date): Promise<UsageSummary>;
/**
* Return per-agent daily activity data for heatmap rendering.
*/
getAgentActivity(
tenantId: string,
from: Date,
to: Date,
agentId?: string
): Promise<AgentActivityResponse>;
/**
* Return daily token issuance trends with success/failure breakdown.
*/
getTokenTrends(
tenantId: string,
from: Date,
to: Date,
granularity: 'day' | 'week'
): Promise<TokenTrendsResponse>;
}
```
### Prometheus Metrics
| Metric | Type | Labels | Description |
|---|---|---|---|
| `agentidp_analytics_query_duration_ms` | Histogram | `endpoint` | Analytics query latency (before cache) |
| `agentidp_analytics_cache_hits_total` | Counter | `endpoint` | Analytics Redis cache hits |
| `agentidp_analytics_cache_misses_total` | Counter | `endpoint` | Analytics Redis cache misses |
| `agentidp_analytics_aggregation_job_duration_ms` | Gauge | — | Nightly aggregation job runtime |
| `agentidp_analytics_aggregation_job_last_run` | Gauge | — | Unix timestamp of last successful aggregation job run |
### Feature Flags
| Variable | Default | Description |
|---|---|---|
| `ANALYTICS_ENABLED` | `true` | When `false`, all `/analytics/` routes return HTTP 404 |
| `ANALYTICS_FREE_TIER` | `false` | When `true`, free tier tenants can access analytics (for beta/testing) |
### Acceptance Criteria
- `GET /analytics/usage-summary` returns correct aggregate counts for a date range
- `GET /analytics/agent-activity` returns per-agent daily rows matching `analytics_daily_aggregates`
- `GET /analytics/token-trends` returns daily and weekly granularity correctly
- All three endpoints return HTTP 403 for free-tier tenants (when `ANALYTICS_FREE_TIER=false`)
- Date range validation rejects `from > to` with HTTP 400
- Nightly aggregation job runs idempotently — running twice for same date produces no duplicates
- Analytics responses are cached in Redis — a second identical request does not hit the DB
- Dashboard Analytics tab renders heatmap, trend chart, and rotation table with mock data in Storybook
- Unit test coverage >= 80% on `AnalyticsService`
- Integration tests cover: summary, activity, trends (daily), trends (weekly), free-tier rejection, invalid date range