We gave our engineers AI tools: Half the team barely scratched the surface

Access alone doesn’t create adoption. Here’s how we used data, communities, training, and skills marketplace distribution to get the productivity gains everyone dreams of. We rolled out Claude Code, Cowork, and GitHub Copilot months ago in our engineering teams, hoping to get the productivity boosts everyone talks about. Some engineers […]

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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 Mathieu LamiotI am Mathieu Lamiot, […]

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“L’observabilité en pratique” at DevFest Toulouse 2025 (French)

On November 13th, 2025, I presented “L’observabilité en pratique: comment devenir proactif avec les bugs” at DevFest 2025 in Toulouse, France. DevFest Toulouse 2025 – L’observabilité en pratique: comment devenir proactif avec les bugs par Mathieu Lamiot Mathieu LamiotI am Mathieu Lamiot, a France-based tech-enthusiast engineer passionate about system design […]

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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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“L’observabilité en pratique” at Azur Tech Winter 2024 (French)

On November 26th, 2024, I presented “L’observabilité en pratique, pour que les problèmes n’aient nulle part où se cacher” at Azur Tech Winter 2024 at Sophia-Antipolis, France. Observabilité en pratique – Azur Tech Winter 2024 par Mathieu Lamiot Mathieu LamiotI am Mathieu Lamiot, a France-based tech-enthusiast engineer passionate about system […]

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AI for Engineering Leaders: How I Finally Focus on Real Leadership

The tech world buzzed this year with endless discussions about AI transforming software development. Every day, new headlines appeared about developers boosting productivity with GitHub Copilot or debating whether or not AI would replace developers. Yet, in this flood of coverage, I did not see much about how AI can […]

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