OpenShift Pulse // AI-Powered Platform Operations

// CAPABILITIES

Full-spectrum cluster operations. Zero external dependencies.

AI SRE Agent AI

Claude-powered diagnostics. 135 tools, 7 skills, MCP integration, adaptive tool selection, 20 component types, streaming chat, confirmation gates. Agent v2.4.0 with ORCA multi-signal routing + live tables.

Ask Pulse NEW

Natural language in Cmd+K. Type a question, get real answers with action buttons. Dedicated WebSocket, 8s timeout.

Mission Control NEW

Single-page agent dashboard at /agent. Trust Policy, Agent Health, Agent Accuracy, Capability Discovery sections with slide-over drawers for scanner, eval, and memory details.

Incident Center NEW

Active, Timeline, Review Queue, History, Alerts. AI investigation with collapsed thinking/tools. Auto-fix with verification, correlation groups.

Fleet Topology

Interactive world map with drill-down. Cross-cluster search, compliance matrix, config drift detection. ACM/MCE auto-detect.

Production Readiness

30 gates, 6 categories. Wizard + checklist modes. Waivers, continuous re-checks, blocking gates for critical paths.

Morning Briefing NEW

AI overnight summary. Agent actions, incidents, current cluster state. The 30-second standup replacement.

Real-time Watches

WebSocket watches + 60s fallback. Instant updates for every resource. TanStack Query caching. Zero stale data.

YAML Editor

CodeMirror with K8s autocomplete, 71 snippets, inline diff. Server-side dry-run before applying.

Deploy Hardening NEW

Values file replaces 20+ --set flags. --atomic Helm upgrade with auto-rollback. Startup probes on all containers. Deploy history log.

Self-Monitoring NEW

ServiceMonitor + 4 PrometheusRules: UIDown, AgentDown, AgentHighRestarts, PostgreSQLDown. Alerts on your alerts.

Helm Test Suite NEW

14 Helm chart tests run in CI without a cluster. 88 new scanner unit tests. E2E tests now run on every PR.

// VISUAL FEED

Dark theme. Terminal-native. Zero eye strain.

WELCOME // navigation + status

PULSE // health overview + topology

WORKLOADS // deployments + health audit

COMPUTE // nodes + capacity + HyperShift

ALERTS // severity + silence mgmt

SECURITY // policy audit + SCC

YAML // autocomplete + snippets

ADMIN // operators + config + CRDs

INCIDENTS // triage + alerts + auto-fix

READINESS // 30 production gates

// ARCHITECTURE

OAuth proxy. Zero external DB. Just deploy and go.

      Browser ──> OAuth Proxy (8443/TLS) ──> nginx (8080) ──> K8s API / Prometheus / Alertmanager

                                                                     \

                                                                      ──> Pulse Agent (WS) ──> Claude API

FRAMEWORK	React 19 + TypeScript 5.9
BUNDLER	Rspack (Rust-based, ~1s production builds)
STATE	Zustand + TanStack Query
STYLING	Tailwind CSS + Radix UI
AI BACKEND	Claude via Vertex AI / Anthropic API
SECURITY	Red Hat UBI images, 0 CVEs, OAuth SSO

// QUICK START

Operational in 30 seconds.

      # development

      npm install && oc login && oc proxy --port=8001 &

      npm run dev    # http://localhost:9000

      # deploy to openshift (UI + AI agent, auto-detects agent repo)

      ANTHROPIC_VERTEX_PROJECT_ID=your-project CLOUD_ML_REGION=us-east5 \

        ./deploy/deploy.sh --gcp-key ~/sa-key.json

      # quick redeploy via quay.io

      npm run build && podman build -t quay.io/amobrem/openshiftpulse:latest . \

        && podman push quay.io/amobrem/openshiftpulse:latest \

        && oc rollout restart deployment/openshiftpulse -n openshiftpulse

OPENSHIFT PULSE