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GenAI

The Hammer Always Fits: When AI Becomes the Only Tool in Your Developer’s Toolbox

The productivity gains from AI coding tools are real. So is the quiet erosion happening underneath them. Enterprises are deploying Copilot, Claude, and Cursor across engineering teams, measuring code velocity, and calling it a win - while the engineering judgment those tools depend on slowly atrophies. This isn't a story about AI being bad. It's a story about what happens when an organization normalizes reaching for the most powerful tool regardless of what the problem actually is. When a Screenshot Becomes an Integration Strategy In one of the engagements, I watched a developer demonstrate how an LLM-based agent could "interact" [...]

By |2026-05-06T22:10:16+02:006 May 2026 |Categories: AI in Practice|Tags: , , , |0 Comments

The disappearing human: Designing GenAI without losing the relationship layer

It’s fascinating to hear which tasks people want to delegate to AI. Some time ago, during a discussion about GenAI ideas, I asked one question that completely changed the room: “What happens if the other person also comes with an AI partner?” Silence. That silence matters - because it reveals an unspoken assumption behind many GenAI use cases: we design automation as if there will always be a human on the other side. GenAI doesn’t only change workflows. It changes relationships - because many automation ideas assume a human counterpart... until that counterpart shows up with their own AI. And [...]

By |2026-03-12T13:59:56+01:0012 March 2026 |Categories: AI, Business strategy|Tags: , , |0 Comments
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