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Docker Desktop is Docker's desktop app for macOS, Windows, and Linux, giving a local VM-based environment to build and run containers with GUI tools.
Oasis Security says a malicious page can reach the unauthenticated API on port 11434 and poison every later conversation. NVIDIA's own source puts that bind on one platform path.
Reality
Docker's engine is Apache-2.0 and the paid part is the application around it, so a team that cancels only has to serve the Engine API on the pipe docker.exe already opens. Microsoft's own wslc starts a real dockerd and leaves that endpoint closed.
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Sekiban DCB's Decider template ships three worked feature slices for an agent to copy. In this walkthrough, review, implementation, build, concurrency tests on a real PostgreSQL database and UI fixes took under an hour.
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Apple's Virtualization.framework gives Linux guests a 2D framebuffer and no path to Metal. So a sandboxed coding agent has to send every request back across a vsock channel to an inference server running natively on macOS.
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The absolute numbers describe an i5 in Docker with about 8 GB available, and the author says the relations between the profiles are hypotheses for you to retest rather than results any other service can inherit.
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The engine changes on restart for anyone who had already picked Docker VMM, the new backend wants 4 GB, and the docs put that instruction on the other path.
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Docker VMM replaces the per-platform virtualization under Docker Desktop with one in-house backend. It is beta in v4.86 on Windows and macOS; Linux waits for October's general availability.
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Docker's ESP32 walkthrough treats the espressif/idf image as settled ground and spends its energy on sandboxing AI coding agents. The containment boundary now matters more than the toolchain.
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