[Docs] Add README for Triton Ops detailing general maintenance points #1762
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Pull request overview
This PR introduces comprehensive documentation for Triton operations maintenance within the AITER project. The README provides standardized guidelines for GEMM configuration management, kernel naming conventions, documentation standards, and testing organization to improve maintainability and consistency across the codebase.
Key Changes:
- Establishes unified GEMM config loading utility and deprecates old formats
- Documents kernel naming, architecture identifiers, and test organization standards
- Provides checklists and examples for adding new kernels and configurations
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Add README for Triton Ops detailing general maintenance points