My blog on AI-driven test strategy, self-healing test suites, Playwright, and building quality engineering teams.
/techtalkwith-veeresh/
Open to opportunities
Deep in open-source builds — Airlock, calorie tracking, more
Hi, I'm Veeresh. I help teams build the right thing and build it right.
Business Analyst, Product Owner, Certified ScrumMaster, and QA Architect with 20+ years in enterprise software delivery. I turn business needs into clear requirements and backlogs, keep Agile teams moving, and design the test strategy and automation that make sure what ships is what was asked for — increasingly with AI-assisted analysis and testing.
- 20+ years in software delivery
- Certified ScrumMaster
- 4 live sites
- 45+ public repos
- Lincoln, Nebraska
Live sites 4
Everything I host on GitHub Pages — tools, learning resources, and my blog.
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Learn system design from zero to master, with an AI tutor that draws the architecture diagrams for you.
/system-design-and-architecture/
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Routes you to the official court and DMV page for a moving violation. It doesn't search tickets — it points you to the right official source.
/TrafficTicketRouter/
Testing guides and framework demos
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A starting point for building and learning TestNG-based test automation.
Selected projects
Recent work in AI tooling, test automation, and developer productivity.
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airlock
Hardened, single-instance local AI platform for Windows — Ollama/vLLM backend chooser, firewall-guarded, audit-logged, with policy-gated cloud fallback.
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cypress-playwright
Cypress-to-Playwright migration toolkit: portable AGENTS.md and agent skills for Copilot, Claude Code, Cursor, and more, plus a dual-framework demo suite.
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azdo-ai-toolkit
AI-assisted toolkit for Azure DevOps workflows.
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LLMcouncil
VS Code extension that brings multi-agent AI analysis — a council of LLMs — into your editor.
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cypress-qa-ai-workforce
Drop-in Copilot instructions, agent rules, and reusable prompts that turn a Cypress project into an AI-assisted QA workspace.
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cucumberBDDParallel
Cucumber-JVM BDD framework running features in parallel with TestNG and Cluecumber reports.
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SeleniumTestNGParallelExtentReports
Parallel Selenium execution with TestNG and Extent Reports for readable test results.
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SpecFlowDataTable
Working with Gherkin data tables in SpecFlow step definitions (C# / .NET BDD).
About
Principal QA Architect and Agile delivery lead with 20+ years across property insurance, government education, healthcare, and logistics. Dual-threaded: Product Owner / Business Analyst on the strategy side; Principal Test Architect / SDET Lead on the engineering side. I have worked as Business Analyst, Product Owner, Scrum Master, Project Coordinator, QA Manager, QA Lead, QA Architect, and SDET — so I work across the whole lifecycle, from requirements and backlog through delivery and release.
35–40%Release reliability improvement
60%Faster test execution
95%API coverage on critical flows
30%Less sprint planning overhead
40%Environment reliability (Docker)
80%Playwright test performance gain
Business analysis & delivery
- Product ownership
- Requirements elicitation
- User stories & acceptance criteria
- Backlog management
- SAFe PI Planning
- Agile / Scrum
- Azure DevOps
Test automation
- Test strategy
- CI/CD quality gates
- Playwright
- Cypress
- Selenium
- Cucumber / SpecFlow
- TestNG
- RestAssured
- Postman
AI in quality engineering
- AI test generation
- Self-healing locators
- Local LLMs
- Agentic QA workflows
- Center of Excellence
