Today's signal landscape is dominated by advancements in agentic AI, highlighted by direct insights from the MIT Open Agentic Web conference and the open-sourcing of MiniMax M2.7, a self-evolving agent model. Anthropic features prominently with multiple enterprise moves: managed agents challenging Doximity's workflow moat, silent API cache changes affecting reliability, the unreleased Mythos AI for infosec, and growing adoption against OpenAI. In infrastructure, European AI playbooks outline strategic GPU allocation trends, while GitHub Copilot CLI reaches general availability with autonomous agentic capabilities. Platform engineering grapples with cost-reliability trade-offs in HPA-managed workloads. Overall, the day underscores rapid evolution in production AI systems, with focus on open weights models, agentic workflows, and infrastructure economics.