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SaaS & Performance EngineeringRole: DevOps & Backend EngineerProduction Architecture

LoadMind — Unified User Journey & Performance Testing SaaS

Unified user journey recording and distributed load testing SaaS platform built with Next.js 15, Go Gin Clean Architecture, Playwright browser execution, and ClickHouse step analytics.

Problem & Requirements

Traditional performance tools treat synthetic browser testing and high-concurrency load testing as separate silos, causing fragmented reporting.

Engineered Solution

Engineered a unified scenario graph engine in Go that validates browser user journeys with Playwright and scales execution using concurrent Go Virtual User goroutines.

LoadMind: Unified User Journey & Performance Testing SaaS Platform

LoadMind is a commercial SaaS platform for recording, validating, and scaling user journey tests.

Infrastructure Breakdown

Security & Isolation Controls

RBAC multi-tenant organization isolation (Owner, Admin, Editor, Runner, Viewer), JWT signing, and encrypted secrets storage.

DevOps & Infrastructure Provisioning

Multi-stage Docker containers, Docker Compose environment orchestration, and automated health checks.

CI/CD & Deployment Pipeline

Automated container build pipelines and end-to-end testing integration.

Observability & Monitoring

ClickHouse real-time metric ingestion with step-level duration bottleneck detection rendered in Recharts dashboards.

Outcomes & Engineering Results

  • Scaled scenario execution to thousands of concurrent Virtual Users per node.
  • Reduced step-level analytics response times to under 50ms using ClickHouse columnar storage.

Interested in Similar Architecture?

Contact Yogesh to discuss cloud infrastructure setup, EKS Kubernetes deployment, or microservice optimization.

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