SDET Framework & Automation Architecture Audit with Manish Saini

Stop building "flaky" frameworks. Start building scalable systems.

Most automation projects fail not because of the tool, but because of poor architecture. If you are a Lead, Senior SDET, or an individual contributor struggling with framework scalability, maintenance, or CI/CD integration, this session is for you.

In this 45-minute deep-dive, we will cover:

1. Code Review: Share your screen or repository. I will identify bottlenecks, code smells, and anti-patterns in your Python, Playwright, or JS setup.
2. Architectural Gaps: Review of your design patterns (Page Object, Screenplay, Factory, etc.) and abstraction layers.
3. Infrastructure Audit: Optimizing for parallel execution, Dockerization, and seamless CI/CD pipeline integration.
4. Strategy & Tooling: Unbiased advice on migrating (e.g., Selenium to Playwright) or introducing AI/LLM-based testing.

Who is this for?

1. Leads building a framework from scratch.
2. Senior SDETs tasked with fixing legacy automation suites.
3. Professionals who want a second pair of eyes on their technical design.

The Outcome: You leave with a concrete "Technical Debt" report and a list of architectural improvements to make your framework production-ready and developer-friendly.

Note: For maximum ROI, please have your codebase/architecture diagrams ready to share at the start of the call.