Thoughts
Short posts on QA strategy, CI reliability, Playwright/Cypress architecture, and security testing.
How network interception, stubbing, and mocking in Playwright enable true shift-left testing, parallel development, and predictable CI pipelines.
A practical take on where AI Test Agents fit in CI/CD pipelines, based on real-world usage with Playwright Planner, Generator, and Healer.
A deep dive into Playwright Test Agents, MCP architecture, and how AI is shifting QA from manual scripting to strategic test design.
How a POM + PageManager architecture keeps Playwright test suites scalable, readable, and maintainable as they grow.
How AI, Model Context Protocol (MCP), and automation tools combine to enable end-to-end workflows using plain English prompts.
How Playwright MCP Server enables AI agents to interact with browsers, files, and APIs using natural language for faster automation workflows.