Insights
Deep dives into test architecture, AI agents, and engineering culture.
- 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 - Test-Architecture Agentic-AI
From Selector Hunting to Capability Contracts
AI element location in Playwright should move beyond selector generation toward governed capability contracts in source code, verified at runtime.
Published:Approx. 5 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 - Architecture Migration
The Enterprise Blueprint for Migrating from Selenium to Playwright
A governed Selenium to Playwright migration blueprint for retiring legacy automation in phases, using AI safely, and protecting release confidence.
Published:Approx. 14 min read