Draft: Integrate VibeSafe project management framework and demonstrate with LFM kernel implementation#1118

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lawrennd wants to merge 18 commits into

SheffieldML:develfrom

lawrennd:vibesafe-integration

Commits on Aug 15, 2025

Add VibeSafe project management framework
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Add GPy community-driven development tenet
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Update CIP-0001: Modernize LFM kernel implementation
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Add LFM kernel implementation backlog items
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Integrate backlog items into CIP-0001
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Fix backlog item YAML frontmatter format
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Update LFM kernel code review: Initial analysis of GPy and MATLAB implementations
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Add backlog item for parameter tying investigation and CIP creation
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Update parameter tying investigation with GitHub issue findings
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Update parameter tying investigation with paramz dependency analysis
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Add CIP-0002: Parameter Tying Framework for GPy - Community Discussion
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Update LFM kernel backlog items - complete code review, start design phase
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Complete test-driven design phase for LFM kernel - Add comprehensive test suite and update backlog status
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Add MATLAB comparison framework for LFM kernel validation
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Remove MATLAB comparison script - will be built as external validation tool
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Add initial LFM1 kernel implementation with basic structure and parameter handling
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Discover LFM kernels already exist as EQ_ODE1 and EQ_ODE2 - update docstrings and remove redundant implementation
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Fix and improve LFM kernel implementation
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