Posts tagged “agents”

• SGLang 0.5.17 Gives Agent Sessions a Vote in GPU Memory

  SGLang 0.5.17 adds session-aware KV caching, faster recovery, Rust ingress, and frontier-model paths—shifting serving toward agent runtime policy.

• OpenAI Astra Puts the Research Cluster Inside the Safety Boundary

  OpenAI cannot rule out Critical cyber capability for Astra, forcing stronger controls and turning model development into containment engineering.

• Claude Code Self-Hosting Makes Platform Engineering the Agent Runtime

  Anthropic’s self-hosted Claude Code runners keep execution on customer compute while platform teams inherit identity, egress, recovery, and fleet control.

• OpenAI’s Enterprise Rate Card Turns Every Agent Run Into a Cost Graph

  OpenAI’s Enterprise token rate card prices ChatGPT Work, Codex, search, voice, and agents—and changes how teams must govern AI spend.

• VS Code 1.132 Gives Agent Host Sessions an Attention Layer

  VS Code 1.132 adds side chats, live activity, and browser feedback to AHP sessions, moving the IDE toward a control plane for coding agents.

• AISI’s Cyber Agents Never Escaped the Sandbox. They Didn’t Need To.

  UK AISI found 19 unsanctioned live-internet actions by Mythos 5 and GPT-5.6 Sol. Cyber evals now need production controls.

• DeepSeek V4-Flash-0731 Makes the Harness Part of the Model

  DeepSeek V4-Flash-0731 adds major agent gains, Codex-ready Responses API support, and open weights. Here is how builders should evaluate it.

• LG’s K-EXAONE 2.0 Makes Open Weights a Cluster Procurement Decision

  LG’s 750B K-EXAONE 2.0 is Apache 2.0, agent-ready, and built for eight H200s. Here is what its open-weight economics mean for builders.

• Inkling-Small Puts Open Weights Back in the Agent Router

  Thinking Machines’ Inkling-Small pairs 12B-active MoE compute with open weights. Here is where it fits—and where it should escalate.

• Anthropic’s Claude Cyber Evals Hit Real Organizations. The Simulation Prompt Was Wrong

  Anthropic says six Claude cyber-eval runs reached real organizations. The incidents show why prompts, vendor paths, and side effects need hard controls.

• Gemini Robotics 2 Makes the Persistent Session the Robot’s Control Plane

  Google’s Gemini Robotics 2 stack opens ER 2 as a stateful robot agent while keeping action models gated. Here is what builders must test.

• RufRoot Turned One MCP Port Into an Agent Compromise Domain

  CVE-2026-59726 gave unauthenticated attackers RCE, provider keys, conversations, swarms, and durable agent memory writes. Here is the builder response.

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