Leveraging goal-setting to scale your impact as your team grows

The limits of individual contribution as an engineering leader When your engineering organization grows, the way you lead must evolve. When I managed a few teams, I relied on being close to the work: attending daily stand-ups, reviewing specifications, monitoring alert channels, scheduling post-mortems, and facilitating retrospectives. If something was […]

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Mastering AI Automation: My learnings from a year of experiments & WordPress Testing

How to Build AI-Powered Workflows and Systems In 2025, I’ve read countless LinkedIn posts about how some CTOs have fully transitioned their tech departments to be AI-based, with agents working all night for you to push to production in the morning. I also had numerous conversations with engineering leaders regarding […]

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“AI-driven QA: How LLM, MCP and Playwright facilitate WordPress E2E testing” at WordCamp Netherlands 2025

On November 28th, 2025, I presented “AI-driven QA: How LLM, MCP, and Playwright facilitate WordPress E2E testing” at WordCamp Netherlands. The talk included several live demos based on a WordPress theme available in this GitHub repository. WC Netherlands 2025 – AI-driven QA par Mathieu Lamiot

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Code Reviews Are Killing Your Team’s Velocity (Here’s How to Fix It)

A real-life example I recently had the opportunity to dive back into hands-on coding for my teams—something I hadn’t done for several months while focused on other leadership responsibilities. I knocked out a few quick PRs, each taking about an hour to implement and test. Simple fixes, well-tested, ready to […]

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