supermemory (@supermemory) introduced learner-1, a continual-learning / in-context memory model aimed at agents across use cases, doubling down on memory and context learning. Available at supermemory.ai.
Kevin Kaminski (@kkaminsk) reports OpenAI Agents SDK Python v0.22.0 and TypeScript v0.15.0, with the default model switched to GPT-5.6 Luna (claimed ~73% cheaper and ~2.6x larger context). Enterprise safety adds MCP credential redaction without config, guardrail visibility, and human-in-the-loop approval state across handoffs. Built-in checkpointing is still absent; Temporal remains the recommended durable-execution path.
Microsoft CEO Satya Nadella says new frontier models are being brought into Copilot so it can move from Q&A and delegated tasks to completing long-running Autopilot jobs over hours or days. Example: an Opal-powered Autopilot on a secure Windows 365 Cloud PC processes a month of trail-cam footage, finding animals, building highlight reels, labeling camera/date/species, cataloging in a spreadsheet, drafting a PowerPoint, and sharing in Teams.
Microsoft announced Azure DevOps Remote MCP is generally available: a hosted streamable-HTTP endpoint at https://mcp.dev.azure.com/{org} with Entra auth and no sidecar. Drop it into mcp.json for VS Code Copilot, Foundry, Copilot Studio, and VS/CLI/apps; Claude, Cursor, and ChatGPT stay on a local bridge until Entra DCR/CIMD lands.
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