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Articles

Practical notes on delivery engineering, CI/CD, test automation and AI-assisted software work. Drawn from real projects, kept free of hype.

• Tools Change. Engineering Principles Still Matter.

  From Selenium IDE to AI agents, the same lesson keeps coming back: speed is not enough.

  29 June 2026 · 4 min read