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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.

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Darktrace MCP Server now generally available

Announced Nov 13, the server lets AI assistants query security alerts, pull Cyber AI Analyst findings, and run triage actions across licensed Darktrace products. A read only mode hides tools that change data…

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