Topic:CI-CD
All architectural insights related to "CI-CD".
- 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 - DevOps Quality-Gate
On-Demand Environments as the Real Quality Gate
Why Unit Tests and Code Reviews are failing us, and how ephemeral, on-demand environments for every PR are the only real path to building a culture of quality.
Published:Approx. 4 min read - TypeScript Playwright
Pre-Merge Quality Gates for TypeScript Automation
A step-by-step guide to building a robust pre-merge Quality Gate for your automation framework itself using Playwright, TypeScript, and GitHub Actions.
Published:Approx. 4 min read