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Nobody has done agentic application modernization a hundred times yet, because the AI models capable of it have only recently become good enough to use. LiminalArc’s bet starts with a thesis: business capability modeling and domain-driven design are the same discipline in two languages. One extracts and encapsulates the business, and the other ex...


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Lou has overseen the portfolio for years, and nothing about the work looks any different. The reviews still happen on schedule. The templates still fill in. The numbers still reconcile. But he sees now that the existing processes have become the bottleneck now that the build system outpaces funding.

The delivery teams now build in wee...


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A working AI pilot proves less than most executives assume. This episode digs into why AI initiatives clear a demo and then stall in production, and the constraint is rarely the model. It’s whether the organization’s data, applications, and ownership structure are actually ready to run on it. That readiness gap shows up two ways: AI use turning i...


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