POST-AI Judgment Was Built by Proxy. AI Automated the Proxy. Activity was never a guarantee — people still hit plateaus. But it gave you the raw material. AI automated the proxy before we designed the replacement.
AI-native The Intelligent Software Factory The Intelligent Software Factory embeds AI across the entire ALM lifecycle, from planning to deployment—transforming software delivery with a hybrid intelligence approach. It's the ALM infinity loop, reimagined.
vocabulary The Vocabulary of AI-Native Organizations AI is creating a vocabulary crisis at organizations. Without shared language, we risk making crucial AI decisions based on misunderstandings—it's a thinking problem, not just a communication one.
AI-native AI as Organizational Foundation, Not Feature Is AI a feature you are adding to your organization or a foundation you are building it on? The answer sets the ceiling on what AI can return, and the reengineering era already showed us why.
IOS The Intelligence Operating System: Three Layers An operating system does not do the work of its applications. It makes them possible. AI-native organizations need the same foundation: hybrid intelligence, a governance engine, and an operating model.
AI-architecture Hybrid Intelligence: Neural + Symbolic + Governance The neural versus symbolic debate is the oldest fight in AI, and it resolves in combination. Reliable systems pair both with a governance layer that makes them deployable.
AI-native From Doing to Defining, From Coding to Orchestrating The closing line of the POST-AI framework describes a real shift in the knowledge worker's role. What it means, what it does not mean, and where the claim could break.
agile P.O.S.T.: Four Dimensions of AI-Native Delivery P.O.S.T. reformulates the four Agile values as four measurable dimensions: Productivity, Outcomes, Satisfaction, and Time to Market. A diagnostic and a design tool.
agile The Three Eras of Agile: Constraint, Synergy, Intent Agile practices have moved through three eras defined by their binding constraint. Knowing which era your team is in tells you which practices fit.