Drew DonaldsonMulti-agent vs single agent is a budget question, not an intelligence one. What extra agents really cost, and the failure-mode test for choosing.
Drew DonaldsonAI liability rarely lands on the vendor or the model. Where the fallout falls, what contracts can and can't shift, and how to build a defensible record.
Drew DonaldsonData driven decision making fails when dashboards report status but never end in an action. Here is how to design analytics, human or agentic, that produce a decision instead of another meeting.
Drew DonaldsonLong context windows limitations, explained: why million-token models still forget, how context rot bites, and when retrieval beats a bigger window.