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Strands Decider 2B: open 2B local decision model for agent workflows

AWS Strands Labs released Strands Decider 2B—an open-source 2B-parameter decision model (Qwen3.5-2B torso) that picks among fixed options with calibrated confidence in ~115ms on a local GPU, for agent routing, tool selection, and guardrails instead of a full LLM call. Weights, training data, and scripts ship on GitHub/Hugging Face with a strands-decider CLI and Strands Harness intervention examples.

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Tuskira open-sources self-hosted AI Agent Gateway for LLMs and MCP

Tuskira released an open source, self hosted AI Agent Gateway that sits between coding agents (Claude Code, Cursor, Codex) and LLMs/MCP tools, with profile based access control, call logging, and per call token cost tracking—no Tuskira account required. Source and Docker deploy live at github.com/Tuskira/tusk ai secured gateway…

Tuskira

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…

OpenAI

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

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