Case Study - Scalable Cloud Test Automation for High-Volume Messaging

Phil GeLinas engineered and deployed a robust AWS-based Selenium Grid automation framework for Disney’s real-time messaging platform, enabling secure, scalable delivery for ESPN, Marvel, and ABC News.

Client
Disney
Year
Service
Cloud Automation, Test Engineering

The Challenge

Disney Streaming faced exponential growth in live event messaging and media delivery, with reliability and scale required for ESPN, Marvel, and ABC News. The legacy automation environment couldnn’t keep up with real-time demands or new device/browser compatibility.

What We Did

  • Cloud Automation
  • Selenium Grid on AWS
  • Scalable Test Engineering
  • Agile QA Best Practices
  • Architected a distributed Selenium Grid running on AWS, supporting >100,000 messages/minute.
  • Migrated all test automation to the cloud, saving ~$20K/year in on-prem costs and enabling on-demand scaling for live events.
  • Developed UI and API regression suites to validate performance, reliability, and message integrity at scale.
  • Enabled full browser/device coverage—including legacy IE—using advanced Grid configuration.
  • Onboarded and mentored engineering teams on reusable patterns, Agile QA, and automation ownership.

Feedback indicated the AWS-based automation framework met demanding scale and reliability requirements for a major streaming platform, with performance holding under peak loads.

— QA & Engineering, Disney

Source: Load testing reviews and operational assessments

Documentation: Load test results and operational review reports

Disclaimer: Recollection from project documentation; not a direct quote

(Delivered prior to founding Vectorworx in November 2024 — using the same production-proven methods we use today.)

Messages/minute supported
100,000+
Messages/minute supported
Annual infrastructure savings
~$20K
Annual infrastructure savings
Live event uptime
99.99%
Live event uptime

Results

  • Enabled secure, high-volume messaging for ESPN, Marvel, and ABC News
  • Cut automation run times by 70%
  • Reduced production outages to near zero during live events
  • Empowered distributed teams with self-service automation

Ready to scale test automation for production? Contact Vectorworx for a no-obligation review.

More case studies

Anthropic API Documentation Assessment

Comprehensive evaluation of Anthropic’s developer documentation using a systematic, framework-first approach. Delivered insights on usability, discoverability, and reliability to improve developer experience at scale.

Read more

Framework-First DX Assessment — Developer Experience Analysis & Strategic Recommendations

A structured, repeatable methodology for evaluating developer documentation against real usage. Combines AI acceleration with human judgment to deliver fast, reliable insights and implementation-ready recommendations.

Read more
Trusted by engineering and product teams

From Runway to Production Altitude in Weeks

Ideas taxi. Systems fly.

Skip pilot purgatory. Book a free strategy session to spot high‑impact automation, get a realistic timeline, and see ROI ranges you can defend—no slideware, just a flight plan tailored to your stack and constraints.

Unlike traditional AI consultants who deliver pilots that never take off, we build systems that reach cruising altitude—and stay there—with observability, guardrails, and ownership transfer baked in.

Direct Flight Path

No layovers in pilot purgatory—production deployment in 4–6 weeks (typical).

Flight‑Ready Systems

Pre‑flight CI/CD + tests, guardrails & observability, zero‑downtime rollout with rollback.

Core Expertise:

Secure AI Flight Operations (AWS/Azure)RAG & Knowledge OpsAutomated Pre‑Flight Systems (CI/CD + Tests)AI Flight Monitoring (Observability + Guardrails)Process AutomationCloud & Data Architecture

Typical 6‑Week Journey:

Week 1: Runway clearance (constraints, ROI targets)Weeks 2–3: Build core + testsWeeks 4–5: Integrations, guardrails, load checksWeek 6: Production altitude + handoff

Senior Manager

Debi Lane, Irdeto (Secure Digital Delivery Platform)

“Philip quickly developed highly efficient processes that can keep pace with our new development, mastered new tools and technologies, and forged excellent working relationships with our system architects and principal engineers“

Free Strategy Session

Get Your Production Flight Plan

30‑minute deep dive, 3 takeaways guaranteed

  • Identify 1–3 automation opportunities with ROI ranges (visible in month 1, typical)
  • Architecture + timeline: 4–6 weeks (typical)
  • Next steps you can act on tomorrow

Enterprise Safeguards

  • Private models (AWS Bedrock / Azure OpenAI), RBAC & audit logs
  • Data minimization & policy‑backed prompts; compliance by design
Request Flight Clearance

⚡ Only 3 spots left this month

Usually booked 2–3 weeks out

Remote‑First, Global Reach

📍 Based in Bristol, TN🌍 Serving clients worldwide
(423) 390‑8889

Response within 2 hours