AgentsAzure Functions MCP GA with Native OBO AuthenticationInfoQ·medium signalXBlueskyLinkedInCopy linkMicrosoft promotes Azure Functions MCP to GA with On-Behalf-Of auth and streamable HTTP. Directly addresses 53% static credentials crisis.SourceSource pageInfoQ↳ Follow the threadShared entity / Stack layerMicrosoft Research Open-Sources Orchard — a Kubernetes Env Service That Trains Agents Inside Claude Code, Codex, and OpenClaw HarnessesMicrosoft ResearchPolicy dependency / Stack layerThe MCP 2026-07-28 Spec Went Final With a Stateless Core, and Anthropic Is Rolling It Into Claude NowModel Context Protocol Blog (corroborated by Anthropic's Claude blog)Policy dependency / Stack layerFTC Bans Foreign Robot Imports, and 90% of Recent US University Robotics Papers Depended on the Banned HardwareMIT Technology ReviewPolicy dependency / Stack layerBuild the dependency graph on demand and throw it away: 25–60% relative Pass@1 gains over RAG at 7.4x the speed of static code graphsarXiv 2608.01927Threat pattern / Update threadPydantic AI 2.23.0 adds real cost tracking to UsageLimits and fixes a Google ADC credential env-var leakGitHub (pydantic/pydantic-ai)Policy dependency / ContrastWrite your coding-agent DLP policy as plain prose, not JSON: natural-language policy files beat JSON at blocking secret leakage (96.5% block rate, p<0.001)arXiv 2608.02687Stack layer / Threat patternJFrog: 54 of 55 SQLite CVE advisories from one account were fabricated, and autonomous patching agents are the downstream victimJFrog Security ResearchPolicy dependency / Stack layerRust adopts an LLM policy that bans autonomous agent contributions outright: "fine to review, not to create"Rust Blog (Inside Rust)