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Higher-order functions or broadcasting as optional primitives

enhancement (performance)Would reduce the time it takes to run some bit of the codeWould reduce the time it takes to run some bit of the code

enhancement: new rules required

Status: Open.

#1059 In chalk-lab/Mooncake.jl;

· yebai opened on Mar 13, 2026

MethodError: no method matching __extract_foreigncall_name(::String)

DifferentiationInterface

Status: Open.

#1034 In chalk-lab/Mooncake.jl;

· gdalle opened on Mar 6, 2026

Implement native hessian interface and build_primitive_frule

enhancementNew feature or requestNew feature or request

Status: Open.

#1014 In chalk-lab/Mooncake.jl;

· yebai opened on Feb 27, 2026

Hessian (Forward over Reverse) not working for erfc (missing frule!!)

enhancement: new rules required

solution known

Status: Open.

#1009 In chalk-lab/Mooncake.jl;

· rcalxrc08 opened on Feb 26, 2026

coding agent skills for autograd IR transform

enhancementNew feature or requestNew feature or request

Status: Open.

#1004 In chalk-lab/Mooncake.jl;

· yebai opened on Feb 23, 2026

coding agent skills for differentiation rules and customised tangents

enhancementNew feature or requestNew feature or request

Status: Open.

#1003 In chalk-lab/Mooncake.jl;

· yebai opened on Feb 23, 2026

Safe usage of zero_tangent for Ptr{T}

enhancementNew feature or requestNew feature or request

enhancement (testing)Would improve the testsWould improve the tests

Status: Open.

#999 In chalk-lab/Mooncake.jl;

· AstitvaAggarwal opened on Feb 19, 2026

Inconsistent gradients for forward and reverse mode

enhancementNew feature or requestNew feature or request

enhancement (testing)Would improve the testsWould improve the tests

Status: Open.

#992 In chalk-lab/Mooncake.jl;

· yebai opened on Feb 10, 2026

Versioned interface as submodules

enhancementNew feature or requestNew feature or request

Status: Open.

#988 In chalk-lab/Mooncake.jl;

· yebai opened on Feb 2, 2026

Allocation checks in tests on MacOS

enhancement (testing)Would improve the testsWould improve the tests

Status: Open.

#982 In chalk-lab/Mooncake.jl;

· lkdvos opened on Jan 29, 2026

Support Manually Specified Activity Information via Codual / Dual Type Parameters

enhancementNew feature or requestNew feature or request

Status: Open.

#939 In chalk-lab/Mooncake.jl;

· yebai opened on Jan 11, 2026

friendly_tangents can show misleading view for structured matrix wrappers

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#937 In chalk-lab/Mooncake.jl;

· sunxd3 opened on Jan 10, 2026