Case studies on engineering organisations, delivery process and technical decisions.https://gkoura.io/https://gkoura.io/writing/two-stacks-one-root-cause/https://gkoura.io/writing/two-stacks-one-root-cause/Two unrelated systems failed at the same minute with no code change between them. How I run a root-cause analysis when the error is loudest in the place that is not actually broken.Tue, 15 Sep 2026 00:00:00 GMThttps://gkoura.io/writing/building-our-reporting-tool-with-claude-code/https://gkoura.io/writing/building-our-reporting-tool-with-claude-code/Management could not see where engineering time and cost were going. Rather than buy a platform, I specified and shipped an internal Laravel application — and that turned out to be the clearest statement I could make about how AI belongs in a leadership role.Fri, 07 Aug 2026 00:00:00 GMThttps://gkoura.io/writing/six-developers-to-a-department/https://gkoura.io/writing/six-developers-to-a-department/I joined an engineering team of six with no defined way of working and built it into a 25-person Tech & Product department. The order I did things in, and why that order mattered more than the speed.Mon, 13 Jul 2026 00:00:00 GMThttps://gkoura.io/writing/a-sprint-is-not-one-hundred-percent-features/https://gkoura.io/writing/a-sprint-is-not-one-hundred-percent-features/Why our capacity model reserves explicit time for support and technical improvement, what changed when we enforced it, and how the delivery metrics are framed so they cannot be turned against the team.Thu, 04 Jun 2026 00:00:00 GMT