Is your team struggling with
Poorly defined or changing requirements
Vague or shifting requirements lead to gaps in test planning.
QA is forced into a reactive mode, leading to incomplete test cases.
Flaky and unreliable tests
Tests fail intermittently due to race conditions, poor data management, or environment instability.
Undermines team confidence in automation results.
Misalignment between QA and business goals
QA focuses on volume (test cases, bug reports) rather than impact.
Business KPIs (customer retention, uptime, conversion) aren’t tied to QA outcomes.
Slow or infrequent feedback loops
Long test suites delay deployment.
Teams wait hours (or days) to find out if something is broken.
Manual regression testing bottlenecks
Releases require large manual testing efforts.
Slows down delivery and increases the risk of missed defects.
Lack of test data management
Test environments rely on inconsistent, outdated, or sensitive data.
Limits test reliability and hinders automation.
QA doesn’t scale with development
QA process maturity doesn’t match the pace of new features and tech debt.
Teams ship faster, but with more bugs.
Test automation spaghetti
Overengineered, hard-to-maintain test frameworks.
Tests break frequently or require too much upkeep.
Compliance and audit gaps
In regulated industries, missing tests, documentation or traceability causes delays or violations.
Insufficient test coverage
Critical workflows lack automated or even manual test cases.
Edge cases, integrations, or cross-platform behavior go unchecked.
Lack of observability post-deployment
No monitoring for quality signals like crashes, performance drops, or user issues.
Bugs in production are discovered by users.
I'm here to show you how I can support you!
QA Strategy & Process Audits
Identify bottlenecks, inefficiencies, or gaps in your current QA setup and get a roadmap for improvement.
Custom Test Automation Frameworks
Scalable, resilient frameworks for UI/API testing using Playwright, tailored to your needs.
Developer Experience Matters
Empower your developers with practical, actionable QA training and mentorship.
Automated Toolchain Integration
CI/CD pipelines, test reporting, observability—seamlessly integrated into your development workflow.
