Insights
Deep dives into test architecture, AI agents, and engineering culture.
- 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 - Architecture WebMCP
WebMCP for Governed AI and Deterministic Testing
How WebMCP can expose governed browser capabilities to AI agents while deterministic test automation keeps control of validation and release decisions.
Published:Approx. 13 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 - Strategy SaaS-Apocalypse
Why Test Architecture Matters in the AI Era
AI is creating infinite code inflation. Technical debt is becoming exponential. In a world of cheap code, the only scarce resource is Trust.
Published:Approx. 4 min read