🤖 Agents Deployed
48
⚙ Agent Pods
182
K8s cluster
💾 Resource Usage
68%
✅ Healthy Pods
180/182
🔒 Policy Violations
0
Last 24h
Cluster Status
| Namespace | Agents | Pods | CPU | Memory | Status |
|---|---|---|---|---|---|
| production/sales | 12 | 48 | 62% | 58% | Healthy |
| production/support | 18 | 72 | 81% | 74% | Scaling |
| production/finance | 8 | 32 | 45% | 40% | Healthy |
| staging | 10 | 30 | 28% | 24% | Healthy |
Registered Agents
| Agent | Namespace | Capabilities | Isolation | Version | Status | |
|---|---|---|---|---|---|---|
| SalesResearchAgent | production/sales | Web, CRM, Email | Pod-level | v2.4 | Active | |
| SupportTriageAgent | production/support | Ticket, Classify, Route | Pod-level | v3.1 | Active | |
| InvoiceAuditAgent | production/finance | PDF, NetSuite, Slack | Network isolated | v1.8 | Active | |
| CompIntelAgent | production/sales | Web, Scrape, Summarize | Pod-level | v1.2 | Pending |
Deployment Pipeline — SalesResearchAgent v2.5
✓ Build
Passed 48s
Passed 48s
→
✓ Test
96 tests passed
96 tests passed
→
✓ Stage
Smoke tests pass
Smoke tests pass
→
Promote
Awaiting approval
Awaiting approval
→
Prod
Not yet deployed
Not yet deployed
[Build] Image agenthub/sales-agent:v2.5 built and scanned — 0 vulnerabilities
[Test] 96/96 unit tests passed. Eval gate: faithfulness=0.96 ≥ 0.90 PASS
[Staging] Smoke tests passed. Latency P95: 380ms. Waiting for promotion.
Sandbox Configuration
Isolation Settings
Network Policy
CPU Limit
Memory Limit
Ephemeral Storage
Allowed Tool Calls
Vector Memory Hub
Total Vectors
4.8M
Namespaces
12
Avg Query Latency
18ms
DB Size
14.2GB
| Namespace | Vectors | Dimension | Updated | Query/s |
|---|---|---|---|---|
| sales/leads | 840K | 3072 | 2m ago | 148 |
| support/tickets | 2.1M | 3072 | 30s ago | 420 |
| finance/policies | 180K | 1536 | 1h ago | 28 |
| knowledge/docs | 1.68M | 3072 | 12m ago | 84 |
Test Query
Policy Audit Relay — All Agent Decisions
Decisions Logged (24h)
12,480
Policy Violations
0
PII Detections
284
Auto-redacted
Compliance Flags
4
Under review
[09:14:22] SalesAgent run-8421: Web search — allowed (policy:web-search-permit)
[09:14:18] SalesAgent run-8421: Salesforce read — allowed (policy:crm-read)
[09:14:15] SalesAgent run-8421: Email send — BLOCKED (policy:email-sandbox-deny)
[09:14:10] SupportAgent run-8420: Zendesk read — allowed
[09:14:08] SupportAgent run-8420: Classify ticket — allowed
[09:14:01] FinanceAgent run-8419: Write to NetSuite — FLAGGED for review (PII in payload)
Semantic Monitor — Behavior Drift Detection
Query Drift Score
0.06
Threshold: 0.20
Anomalous Patterns
0
Monitored Agents
48
| Agent | Baseline Queries | Recent Queries | Drift Score | Status |
|---|---|---|---|---|
| SalesResearchAgent | Lead qualification, company research | Lead qualification, Perplexity search | 0.04 | Normal |
| SupportTriageAgent | Ticket classification, routing | Ticket classification, routing | 0.02 | Normal |
| FinanceAuditAgent | Invoice verification, ERP sync | Invoice verification, ERP sync | 0.08 | Normal |
Cost-Aware Model Router
| Rule | Condition | Target Model | Fallback | Cost Tier | Status |
|---|---|---|---|---|---|
| Low-complexity tasks | tokens < 500 AND type = classify | Llama 3.1 70B | GPT-4o | Low ($0.003/1K) | Active |
| High-stakes reasoning | type = legal OR type = financial | GPT-4o | Claude 3.5 | High ($0.015/1K) | Active |
| Code generation | type = code | Claude 3.5 Sonnet | GPT-4o | Med ($0.012/1K) | Active |
HPA Scale Policy
HPA Settings — production/support
Min Pods: 4
Max Pods: 24
Scale-Up Trigger (CPU %): 70
Scale-Down Cooldown (min)
Recent HPA Events
[09:08] support: scaled 16→18 pods (CPU 74%)
[08:52] support: scaled 14→16 pods (CPU 72%)
[08:30] support: stable at 14 pods (CPU 58%)
[07:15] support: scaled down 18→14 pods
Operations Center
Active Alerts
2
Healthy Agents
46/48
On-Call
A. Kim
Incidents (7d)
3
| Alert | Agent | Severity | Since | On-Call | Status | |
|---|---|---|---|---|---|---|
| SupportAgent pod crash loop | SupportTriageAgent-pod-7 | P2 | 8m ago | A. Kim | Investigating | |
| High latency: FinanceAgent | InvoiceAuditAgent | P3 | 24m ago | A. Kim | Acknowledged | |
| vLLM token rate limit | CompIntelAgent | P4 | 1h ago | — | Resolved |