Henri Parkkonen
COO & Partner
Henri leads delivery — automations, full-stack builds, and the Claude Code workshops. He writes about tooling choices and how they hold up under real workloads.
From Henri
Why AI Adoption Fails in Most Teams — and What Actually Works
Most companies have handed every employee an AI subscription. Three months later, a handful of people use it and the rest have stopped. Here is what separates adoption that sticks from adoption that doesn't.
Henri Parkkonen·12 Jul 2026·5 min readAI-Assisted Development at Team Scale: What Works, What Doesn't, and How to Roll It Out
“Yes, kind of” is the default state of AI adoption in most engineering teams. The gap between a few individuals using AI and a whole team using it well is wider than it looks — here’s how to cross it.
Henri Parkkonen·7 Jun 2026·5 min readRolling Out AI-Assisted Development: What Engineering Teams Get Wrong in the First Six Weeks
The AI coding tools are genuinely good now. Getting two enthusiasts productive is easy; getting a whole engineering team there is where rollouts go wrong. Here are the five most common mistakes.
Henri Parkkonen·31 May 2026·5 min read