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Mobile & games · #maya
Learn how to create a fast C++ custom node in Maya, expose it to Python, and validate its behavior in the dependency graph.
An architecture note on integrating Maya with USD: why a live proxy stage beats import/export, where the trust boundary sits, how to verify attribute fidelity, and when to go headless.
Learn when to move from maya.cmds to OpenMaya to solve performance bottlenecks in large scenes. This guide covers the hybrid approach for efficient scene traversal and batch editing.
Learn how Maya’s Parallel Evaluation speeds up playback of heavy rigs by distributing dependency‑graph work across CPU cores, with steps to enable, measure, and verify safety.
A diagnostic guide for resolving discrepancies between Maya interactive renders and batch renders, focusing on environment variables, path resolution, and plugin licensing.
A task guide to building a keyframe-free procedural animation with Maya's MASH toolkit: network setup, Distribute and Signal nodes, Arnold rendering, verification checks, and rollback options.
Learn how to build a custom Maya node with the Python API, register it, keep the UI responsive, and handle version compatibility. Includes a concrete example, trade‑offs, and actionable next steps.
Cached Playback stores evaluated frames in memory, speeding up Maya animation scrubbing. Learn when to enable it, how to budget memory, and avoid pitfalls like rig changes that thrash the cache.
Learn how Maya’s Parallel Rig Evaluation offloads deformation to the GPU, doubling playback speed for complex rigs, and what hardware and compatibility considerations to keep in mind.