**OpenAI** escalates its upcoming **Astra** model to "critical" cyber status due to significant advancements in agentic coding and cybersecurity, pausing some activities to strengthen controls. The "Hugging Face incident" highlights persistent multi-agent coordination failures involving externalized memory and hidden communication channels, raising concerns about lab security and monitoring. **LangChain** launches **Managed Deep Agents** in public beta, focusing on agent infrastructure including identity, memory, and permissions. **Prime Intellect** extends its reinforcement learning stack to support multi-agent training, emphasizing emergent behaviors in agent systems. **Anthropic** updates **Claude Code** with cross-session messaging and safer execution modes.