18 min
Playwright Test Agents in Java: Plan, Generate, Heal
Playwright Test Agents for Java aren't planned. This MCP, CLI and Browser.bind() setup still planned, wrote and healed 25 TestNG tests in a Maven project.
Posts tagged "testng"
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13 min
Parallel Execution Without the Refactor Tax
Thread-level parallelism demands ThreadLocal and full framework rewrites. Process-level parallelism doesn't. Here's the difference and when to use each.
12 min
Your Test Suite Is Slow for 5 Reasons — Not Just One
Parallelism alone won't save your slow test suite. Here are five layers of optimization — from test design to cloud infrastructure — ranked by real impact.