Ops Console Control Plane
Real-time operations dashboard with telemetry visualization, feature flag management, SSO authentication, and zero-downtime deployment workflows for a SaaS platform serving 50,000+ users.
Project Overview
A rapidly scaling SaaS company needed visibility into their distributed systems. Their engineering team was flying blind during incidents, deployments were risky manual processes, and there was no centralized way to manage feature rollouts across their multi-tenant architecture.
We built them a comprehensive ops console that became the nerve center for their entire platform operations.
The Problem
- Zero visibility: No centralized dashboard for system health, metrics, or alerts. Engineers had to SSH into multiple servers to diagnose issues.
- Risky deployments: Each release required 2-3 hours of manual coordination, database migrations, and prayer. Rollbacks meant restoring from backups.
- No feature control: New features launched to everyone at once. Bad releases impacted all 50,000+ users simultaneously.
- Auth fragmentation: 15+ internal tools, each with separate credentials. No SSO, no audit trail, no RBAC.
- Compliance gaps: SOC 2 audit approaching with no change approval workflow or deployment audit logs.
Our Solution
- Real-time telemetry: Unified dashboard aggregating metrics from 12 services. Custom panels for latency, error rates, throughput, and resource utilization.
- Zero-downtime deploys: Blue-green deployment pipeline with automated health checks, traffic shifting, and instant rollback capability.
- Feature flag system: Granular control over feature rollouts by user segment, percentage, or tenant. Kill switches for instant disable.
- SSO/SAML integration: Single sign-on with Okta, role-based access control, and complete audit logging for compliance.
- Change approval workflow: Required approvals for production changes with full audit trail and automated notifications.
"Before the ops console, deployments were our most stressful days. Now I can push to production while eating lunch. The feature flags alone have saved us from three potential outages."
Development Timeline
Discovery & Architecture
Audited existing infrastructure, identified 12 critical services requiring monitoring. Mapped authentication flows and compliance requirements. Designed data pipeline architecture for real-time metrics aggregation.
Telemetry Foundation
Built metrics collection agents, configured ClickHouse for time-series storage, and created the real-time data pipeline. Implemented WebSocket connections for live dashboard updates without polling.
Dashboard & Visualization
Developed React dashboard with customizable panels. Built latency histograms, error rate graphs, and resource utilization charts. Added alerting rules engine with Slack/PagerDuty integrations.
Feature Flags & Deployment Pipeline
Implemented feature flag service with SDK for frontend and backend. Built blue-green deployment orchestrator with health checks and automated rollback triggers.
Auth & Compliance
Integrated Okta SSO with SAML 2.0. Built RBAC system with 5 permission levels. Implemented change approval workflow with audit logging for SOC 2 compliance.
Testing & Handoff
Load tested dashboard with simulated traffic. Chaos engineering tests for failover scenarios. Created runbooks, conducted training sessions, and completed staged rollout to all engineering teams.
Technology Stack
Frontend
- React 18 with TypeScript
- TanStack Query for data fetching
- Recharts for visualizations
- Tailwind CSS
Backend
- Node.js with Express
- PostgreSQL for app data
- ClickHouse for time-series
- Redis for caching/sessions
Infrastructure
- AWS ECS for containers
- ALB for load balancing
- CloudWatch + custom metrics
- Terraform for IaC
Integrations
- Okta SSO/SAML
- Slack notifications
- PagerDuty escalations
- GitHub Actions CI/CD
Key Features Delivered
Real-Time Telemetry
Live metrics from 12 services with sub-second latency. Custom dashboards for each team with saved views and shareable links.
Zero-Downtime Deploys
Blue-green deployments with automated health checks. Traffic shifts in 30-second increments with instant rollback on anomalies.
Feature Flags
Granular rollouts by user ID, tenant, percentage, or custom rules. A/B testing support with metrics integration.
SSO & RBAC
Okta integration with 5 role levels. Audit logs for every action. Session management and forced re-auth for sensitive operations.
Change Approvals
Required approvals for production changes. Configurable approval chains. Complete audit trail for compliance.
Alert Management
Custom alerting rules with Slack and PagerDuty. Alert grouping, silencing, and escalation policies.
Measurable Results
Lessons Learned
Start with observability
You can't improve what you can't measure. Building telemetry first revealed issues we didn't know existed and informed every subsequent decision.
Feature flags are insurance
The ability to instantly disable problematic features without a deploy is invaluable. Every new feature should launch behind a flag.
Compliance enables speed
Counterintuitively, adding approval workflows made the team faster. Automated checks replaced manual reviews, and confidence in deployments increased.
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