This edition’s highlights Agents A new class action lawsuit questions whether Anthropic broke the law by misleading power users 2026-09-08 17:27 UTC Claude Max subscribers allege Anthropic's marketing deceptively overstated their expected usage capacity. The lawsuit claims advertised 5x and 20x limits are constrained by five-hour rolling sessions and a weekly allowance. The Verge AI In-site article A new class action lawsuit questions whether Anthropic broke the law by misleading power users Read later Organizing Context in a Multi-Agent Harness 2026-09-08 17:10 UTC Context modes give subagents two options: isolated (fresh context) or fork (inherit the supervisor’s full conversation). Forked subagents reduce duplicated context-gathering and can take advantage of prompt caching. LangChain Blog In-site article Organizing Context in a Multi-Agent Harness Read later How HPE Zerto built an agentic troubleshooting system with Amazon Bedrock 2026-09-08 16:15 UTC Deployed as a pod inside customer environments, the agentic system is accessible from the existing Zerto UI and uses SSE streaming for real-time progress. A multi-agent architecture with an Orchestrator, ZVM agent, and VRA agent handles everything from routine questions to log-heavy investigations. AWS Machine Learning Blog In-site article How HPE Zerto built an agentic troubleshooting system with Amazon Bedrock Read later Cohere's North Mini Code Megakernel Serving Engine 2026-09-08 16:27 UTC Megakernel runs the whole decode forward pass as a single persistent kernel, avoiding launch/sync stalls that leave HBM bandwidth unused. Outperforms vLLM by 1.58x at batch size 1 (292 vs 185 tok/s) and sustains the gain across batch sizes and up to 256K context. Cohere Blog In-site article Cohere's North Mini Code Megakernel Serving Engine Read later Policy Called to serve: Tech, research, and positive impact with Chris White 2026-09-08 16:45 UTC White's postdoc DARPA project on data analysis sent him to Afghanistan to prove the approach on the ground. He later worked on dark-web search tools to help combat human trafficking, earning the 2016 Presidential Award. Microsoft Research Blog In-site article Called to serve: Tech, research, and positive impact with Chris White Read later