Sebastian Thielke's Recent LinkedIn Posts

There is a version of AI-enabled development that is genuinely transformative. Smaller teams doing more meaningful work. Faster iteration on real user feedback. That is not what most organizations are actually doing. Most are optimizing for the appearance of momentum. Measuring how quickly teams ship. Treating vel…

🔍 I've been observing the same pattern across industries for months now. 🏢 Companies deploying cutting-edge AI into organizational structures designed for a different era. Then wondering why transformation stalls. This isn't about technology anymore. It's about whether we're willing to redesign the container. �…

We're making the exact same architectural mistakes with agents that we made with monolithic applications 20 years ago. Across every industry I work with, the pattern is identical: Brilliant technical execution. Complete organizational breakdown. Expensive agentic initiatives becoming validation bureaucracies inste…

Intelligence is making your systems stupid. An insurance company spent 18 months building an AI claims processor. They fed claim forms into an LLM agent to intelligently route files, validate data, and trigger workflows. It worked brilliantly in demos. In production, it created chaos. The autopsy revealed a mista…

Your AI agents are completing transactions right now. On definitions they learned months ago. In contexts that no longer exist. Interacting with participants across value streams you care about. The metrics say: working. You have no idea if that is true. This is not an edge case. This is the default state of every…

We're making the exact same architectural mistakes with agents that we made with monolithic applications 20 years ago. Across every industry I work with, the pattern is identical: Brilliant technical execution. Complete organizational breakdown. Expensive agentic initiatives becoming validation bureaucracies inste…