YC S25’s Magnitude (Apache-2.0) is a local inference engine that compiles and tunes kernels on-device for agent workloads, claiming up to 2× llama.cpp decode (92% faster on Metal in their benchmarks). A desktop app wires it to Pi, OpenCode, Hermes, Codex, Claude Code, and others with on-demand model load/unload.
OpenAI says it disrupted a July adversarial distillation campaign that tried to extract protected reasoning—16k requests from 4k+ users, related activity across 15k accounts—attributing a core cluster to people associated with Moonshot AI (Kimi). Operators replayed encrypted reasoning across conversations rather than breaking crypto; OpenAI banned accounts, closed the replay path, and says partner hosted deployments still need the same protections…
DeepKeep launched AI Lens for Developers: a light plugin that hooks Cursor and Claude Code to flag credential leaks in prompts/files, catch insecure generated code, and send destructive shell/MCP calls for human approval before they run. Copilot, Codex, Lovable, and Windsurf support is listed as coming soon…
JetBrains opened Early Access for Air in its IDEs (Marketplace plugin or 2026.3 EAP): an agentic first shell that detects Codex, GitHub Copilot, Cursor, Claude Agent, Junie, and other ACP agents, with parallel sessions, temporary worktrees, and free Junie Lite runs. It ships with no agents installed and sends data to your existing provider, not JetBrains…
Qodo 3.0’s PR Triage (research preview) groups related multi repo agent PRs into work packages with blast radius and review order, and can hand a brief to Claude Code or Codex. An Agentic Toolbox also pulls org rules into the coding agent so issues get reviewed before a PR opens…
Google’s Cloud CLI remote MCP server is in public preview at cloudcli.googleapis.com/mcp, exposing run gcloud command and run bq command so agents can run hundreds of admin commands without a local gcloud install. Enable the Cloud CLI Execution API, grant MCP Tool User, and commands run under the caller’s IAM in a network isolated sandbox…
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