MCP Browser Tool: Connect Your QA Agent, Read-Only First
Add an MCP browser tool to your QA agent. Connect to Playwright MCP, allow only reading and navigation, limit its environment and log each tool call.
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1,677 articles · page 5 of 140AI Test Report: Build an Evidence-Based Run Summary
Create an AI test report that shows what ran, what failed, what was changed and who approved it, with secrets removed and stopped runs clearly labelled.
Self-Healing Tests with AI: A Safe, Reviewed Healing Loop
Build self-healing tests the safe way. Propose the smallest patch for real test defects, never change expected results and require approval before applying.
AI Test Failure Analysis: Classify Failures with Evidence
Build AI test failure analysis that classifies Playwright failures, must quote the real error as evidence and is downgraded when its claims are unsupported.
Connect an LLM Safely: Add a Real Model to Your QA Agent
Learn how to connect an LLM to your QA agent safely. Keep vendor code in one adapter, separate instructions from page data and validate every response.
AI Agent Orchestrator: Run the Whole Workflow with a Mock LLM
Build an AI agent orchestrator that runs your QA workflow in order, stops safely and saves its state, then watch it run real Playwright tests with a mock…
AI Test Executor: Run Playwright Tests in a Controlled Way
Build an AI test executor that runs only fixed commands with a timeout and a restricted environment, then reads Playwright's JSON report into typed results.
Validate AI-Generated Code: Static Checks and Human Approval
Learn to validate AI-generated code with paths, syntax, imports, banned patterns and locator evidence, then require human approval before anything runs.
AI Test Generator Agent: Write Playwright Tests Safely
Build an AI test generator agent that turns approved scenarios and real page evidence into Playwright tests, following your conventions and nothing more.
AI Test Planner Agent: Create Traceable Test Scenarios
Build an AI test planner agent that turns requirements and page evidence into validated scenarios, with a code check that every requirement is covered.
AI Explorer Agent: Collect Real UI Evidence with Playwright
Build an AI explorer agent that opens an approved page, reads its accessibility snapshot and reports only real elements, so later tests rest on evidence.
AI Requirement Parser: Turn User Stories into Structured Data
Build an AI requirement parser for your QA agent. Convert user stories into validated data, keep missing information visible and test it with a mock model.
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