Governance
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937 words4–6 minutesWhen Agents Become the Team, Roles Must Be Explicit
LLM agents can generate plans, code, reviews, fixes, and next steps. That does not make them a team. Reliable AI work starts…
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2,391 words10–15 minutesThe Architecture Below the Chat
AI work does not stop at the chat interface. Different tasks require different layers: projects, structured notes, RAG interfaces, agentic workflows, orchestration,…
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1,677 words7–11 minutesWhen the Flow Is Ungovernable, Define the Unit
When work is chaotic and priorities change constantly, adding frameworks often fails because the real issue is not flow but an undefined…
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1,212 words5–8 minutesWhen You Don’t Own the System You Need to Change
When a shared system starts to fail, the issue is often not quality but ownership. In a regulated MedTech environment, multiple independent…