Topic:TestShift
All architectural insights related to "TestShift".
- Agentic-AI Agent-Readiness
How to Test a Website for AI Agents: Beyond the Is Agentic Score
A field-tested quality architecture for agent-ready websites: Markdown negotiation, recoverable 404s, raw HTML, identity signals, unit tests, Playwright, and production evidence.
Published:Approx. 11 min read - Agentic-AI AI-Governance
Bug Scout: From Prompts to Skills in Agentic QA
Prompts are conversations. Skills are governed contracts. How a Bug Scout Skill turns CI failures into evidence-driven RCA and safer Dev-QA handoffs.
Published:Approx. 12 min read - GitHub Agentic-Workflows
GitHub Agentic Workflow: The Iron Dome Architecture for Continuous AI
A practical architecture for GitHub Agentic Workflows using safe outputs, deterministic validation, and CI/CD quality gates that preserve control.
Published:Approx. 12 min read - Agentic-AI Playwright
The Token War: Why Playwright CLI Defeats MCP in AI-Driven Test Automation
Compare Playwright CLI and MCP for AI-driven test automation across token use, latency, DOM context, and scalable control-plane architecture.
Published:Approx. 8 min read