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OpenAI disrupts Moonshot-linked campaign to extract protected reasoning

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.

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Magnitude (YC S25): self-optimizing local inference for coding agents

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…

HN

JetBrains Air in IDEs opens EAP for Codex, Copilot, Cursor, and Claude

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…

JetBrains Blog

Qodo 3.0 adds PR Triage for multi-repo agent work packages

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…

Qodo

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