Custodians of context: how our roles must evolve in the AI era
I've been writing about context management at the individual and team level. This post zooms out: if context is the real bottleneck in AI, who owns it across an organization — and...
Tagged: program-management
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Separation of concerns in AI agent teams: lessons from multi-disciplinary delivery (and where they break)
We've been solving the 'too complex for one person' problem for decades in program delivery. Now some team members are language models — and the coordination overhead is measured i...
What happens when the apprenticeship gets automated?
The tedious work of program management was never just overhead. It was also how we learned the craft. AI is automating that path — and nobody's talking about what replaces it.