diff --git a/Include/Aurora/RNG/IRandomDevice.hpp b/Include/Aurora/RNG/IRandomDevice.hpp
index ca24537b..6b758759 100644
--- a/Include/Aurora/RNG/IRandomDevice.hpp
+++ b/Include/Aurora/RNG/IRandomDevice.hpp
@@ -35,6 +35,12 @@ namespace Aurora::RNG
         virtual AuVec3              NextVec3Sorted(AuVec3 min, AuVec3 max) = 0;
         virtual AuVec4              NextVec4(AuVec4 boundA, AuVec4 boundB) = 0;
         virtual AuVec4              NextVec4Sorted(AuVec4 min, AuVec4 max) = 0;
+        virtual AuVecD2             NextVecD2(AuVecD2 boundA, AuVecD2 boundB) = 0;
+        virtual AuVecD2             NextVecD2Sorted(AuVecD2 min, AuVecD2 max) = 0;
+        virtual AuVecD3             NextVecD3(AuVecD3 boundA, AuVecD3 boundB) = 0;
+        virtual AuVecD3             NextVecD3Sorted(AuVecD3 min, AuVecD3 max) = 0;
+        virtual AuVecD4             NextVecD4(AuVecD4 boundA, AuVecD4 boundB) = 0;
+        virtual AuVecD4             NextVecD4Sorted(AuVecD4 min, AuVecD4 max) = 0;
         virtual double              NextDecimal() = 0;
         virtual double              NextNumber(double dMin, double dMax) = 0;
         virtual AuUInt32            NextIndex(AuUInt32 uCount /* = max + 1*/) = 0;
@@ -63,6 +69,12 @@ namespace Aurora::RNG
         //       by the bound[..]s or min/max vecs parameters. Some bruteforce would be required.
         //       
 
+        // Wont add generics: if constexprs are very modern; we have slight differences between types; 
+        //                    generics would needs extra tags to handle memory view (near?) alloc-less
+        //                    operations! Method<T, bool, bool> is too ambigious compared to simple
+        //                    unoverloaded and verbose/self-documenting method names. Also easier to bind
+        //                    this way.
+
         virtual AuList<AuInt32>     NextArrayI32Range(AuUInt32 uCount, AuInt32 iMin, AuInt32 iMax) = 0;
         virtual AuList<AuInt32>     NextArrayI32RangeFast(AuUInt32 uCount, AuInt32 iMin, AuInt32 iMax) = 0;
         virtual AuList<AuUInt32>    NextArrayU32Range(AuUInt32 uCount, AuUInt32 uMin, AuUInt32 uMax) = 0;
@@ -91,6 +103,18 @@ namespace Aurora::RNG
         virtual AuList<AuVec4>      NextArrayVec4Fast(AuUInt32 uCount, AuVec4 boundA, AuVec4 boundB) = 0;
         virtual AuList<AuVec4>      NextArrayVec4Sorted(AuUInt32 uCount, AuVec4 min, AuVec4 max) = 0;
         virtual AuList<AuVec4>      NextArrayVec4SortedFast(AuUInt32 uCount, AuVec4 min, AuVec4 max) = 0;
+        virtual AuList<AuVecD2>     NextArrayVecD2(AuUInt32 uCount, AuVecD2 boundA, AuVecD2 boundB) = 0;
+        virtual AuList<AuVecD2>     NextArrayVecD2Fast(AuUInt32 uCount, AuVecD2 boundA, AuVecD2 boundB) = 0;
+        virtual AuList<AuVecD2>     NextArrayVecD2Sorted(AuUInt32 uCount, AuVecD2 min, AuVecD2 max) = 0;
+        virtual AuList<AuVecD2>     NextArrayVecD2SortedFast(AuUInt32 uCount, AuVecD2 min, AuVecD2 max) = 0;
+        virtual AuList<AuVecD3>     NextArrayVecD3(AuUInt32 uCount, AuVecD3 boundA, AuVecD3 boundB) = 0;
+        virtual AuList<AuVecD3>     NextArrayVecD3Fast(AuUInt32 uCount, AuVecD3 boundA, AuVecD3 boundB) = 0;
+        virtual AuList<AuVecD3>     NextArrayVecD3Sorted(AuUInt32 uCount, AuVecD3 min, AuVecD3 max) = 0;
+        virtual AuList<AuVecD3>     NextArrayVecD3SortedFast(AuUInt32 uCount, AuVecD3 min, AuVecD3 max) = 0;
+        virtual AuList<AuVecD4>     NextArrayVecD4(AuUInt32 uCount, AuVecD4 boundA, AuVecD4 boundB) = 0;
+        virtual AuList<AuVecD4>     NextArrayVecD4Fast(AuUInt32 uCount, AuVecD4 boundA, AuVecD4 boundB) = 0;
+        virtual AuList<AuVecD4>     NextArrayVecD4Sorted(AuUInt32 uCount, AuVecD4 min, AuVecD4 max) = 0;
+        virtual AuList<AuVecD4>     NextArrayVecD4SortedFast(AuUInt32 uCount, AuVecD4 min, AuVecD4 max) = 0;
         virtual AuList<double>      NextArrayDouble(AuUInt32 uCount) = 0;
         virtual AuList<double>      NextArrayDecimals(AuUInt32 uCount) = 0;
         virtual AuList<double>      NextArrayDecimalsFast(AuUInt32 uCount) = 0;
@@ -123,6 +147,18 @@ namespace Aurora::RNG
         virtual AuUInt              NextArrayVec4FastInView(Memory::MemoryViewWrite write, AuVec4 boundA, AuVec4 boundB) = 0;
         virtual AuUInt              NextArrayVec4SortedInView(Memory::MemoryViewWrite write, AuVec4 min, AuVec4 max) = 0;
         virtual AuUInt              NextArrayVec4SortedFastInView(Memory::MemoryViewWrite write, AuVec4 min, AuVec4 max) = 0;
+        virtual AuUInt              NextArrayVecD2InView(Memory::MemoryViewWrite write, AuVecD2 boundA, AuVecD2 boundB) = 0;
+        virtual AuUInt              NextArrayVecD2FastInView(Memory::MemoryViewWrite write, AuVecD2 boundA, AuVecD2 boundB) = 0;
+        virtual AuUInt              NextArrayVecD2SortedInView(Memory::MemoryViewWrite write, AuVecD2 min, AuVecD2 max) = 0;
+        virtual AuUInt              NextArrayVecD2SortedFastInView(Memory::MemoryViewWrite write, AuVecD2 min, AuVecD2 max) = 0;
+        virtual AuUInt              NextArrayVecD3InView(Memory::MemoryViewWrite write, AuVecD3 boundA, AuVecD3 boundB) = 0;
+        virtual AuUInt              NextArrayVecD3FastInView(Memory::MemoryViewWrite write, AuVecD3 boundA, AuVecD3 boundB) = 0;
+        virtual AuUInt              NextArrayVecD3SortedInView(Memory::MemoryViewWrite write, AuVecD3 min, AuVecD3 max) = 0;
+        virtual AuUInt              NextArrayVecD3SortedFastInView(Memory::MemoryViewWrite write, AuVecD3 min, AuVecD3 max) = 0;
+        virtual AuUInt              NextArrayVecD4InView(Memory::MemoryViewWrite write, AuVecD4 boundA, AuVecD4 boundB) = 0;
+        virtual AuUInt              NextArrayVecD4FastInView(Memory::MemoryViewWrite write, AuVecD4 boundA, AuVecD4 boundB) = 0;
+        virtual AuUInt              NextArrayVecD4SortedInView(Memory::MemoryViewWrite write, AuVecD4 min, AuVecD4 max) = 0;
+        virtual AuUInt              NextArrayVecD4SortedFastInView(Memory::MemoryViewWrite write, AuVecD4 min, AuVecD4 max) = 0;
         virtual AuUInt              NextArrayDoubleInView(Memory::MemoryViewWrite write) = 0;
         virtual AuUInt              NextArrayDecimalsInView(Memory::MemoryViewWrite write) = 0;
         virtual AuUInt              NextArrayDecimalsFastInView(Memory::MemoryViewWrite write) = 0;
@@ -207,6 +243,8 @@ namespace Aurora::RNG
         template<typename T>
         inline void ShuffleIterators(T begin, T end)
         {
+            // Hitting TLS through the IAT is as dumb as throwing OOM to shuffle
+            // DUMB either way
             AU_DEBUG_MEMCRUNCH;
 
             auto uCount = std::distance(begin, end);
diff --git a/Source/RNG/AuRandomDevice.cpp b/Source/RNG/AuRandomDevice.cpp
index 14004b25..ceedaead 100644
--- a/Source/RNG/AuRandomDevice.cpp
+++ b/Source/RNG/AuRandomDevice.cpp
@@ -12,6 +12,26 @@ namespace Aurora::RNG
 {
     static const double kDblEpsilon = 2.2204460492503131e-16;
 
+    static thread_local char tlsScratchMemory[2048];
+
+#define RNG_BYTES_PROLOGUE                                                         \
+    AuList<AuUInt64> rngBytes_;                                                    \
+    AuMemoryViewWrite rngBytes;
+
+#define RNG_BYTES_RESIZE(n)                                                        \
+    if (n * sizeof(AuUInt64) < AuArraySize(tlsScratchMemory))                      \
+    {                                                                              \
+        rngBytes = AuMemoryViewWrite(tlsScratchMemory).Take(n * sizeof(AuUInt64)); \
+    }                                                                              \
+    else                                                                           \
+    {                                                                              \
+        rngBytes_.resize(n);                                                       \
+        rngBytes = rngBytes_;                                                      \
+    }
+
+#define RNG_BYTES_SIZE                                                             \
+    rngBytes.ToCount<AuUInt64>()
+
     RandomDevice::RandomDevice() : 
         IO::Adapters::RandomStreamReader(AuUnsafeRaiiToShared(this))
     {
@@ -415,6 +435,99 @@ namespace Aurora::RNG
         };
     }
 
+    AuVecD2 RandomDevice::NextVecD2(AuVecD2 boundA, AuVecD2 boundB)
+    {
+        AuVecD2 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        return NextVecD2Sorted(mins, maxs);
+    }
+
+    AuVecD2 RandomDevice::NextVecD2Sorted(AuVecD2 min, AuVecD2 max)
+    {
+        AuVecD2 range;
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+
+        auto uSeed       = this->NextU64();
+        auto dComponentA = RngConvertToDecimal(uSeed);
+        auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+        return AuVecD2 {
+            (dComponentA * range[0]) + min[0],
+            (dComponentB * range[1]) + min[1]
+        };
+    }
+
+    AuVecD3 RandomDevice::NextVecD3(AuVecD3 boundA, AuVecD3 boundB)
+    {
+        AuVecD3 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        mins[2] = AuMin(boundA[2], boundB[2]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        maxs[2] = AuMax(boundA[2], boundB[2]);
+        return NextVecD3Sorted(mins, maxs);
+    }
+
+    AuVecD3 RandomDevice::NextVecD3Sorted(AuVecD3 min, AuVecD3 max)
+    {
+        AuVecD3 range;
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+        range[2] = max[2] - min[2];
+
+        auto uSeed       = this->NextU64();
+        auto dComponentA = RngConvertToDecimal(uSeed);
+        auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+        auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+        return AuVecD3 {
+            (dComponentA * range[0]) + min[0],
+            (dComponentB * range[1]) + min[1],
+            (dComponentC * range[2]) + min[2]
+        };
+    }
+
+    AuVecD4 RandomDevice::NextVecD4(AuVecD4 boundA, AuVecD4 boundB)
+    {
+        AuVecD4 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        mins[2] = AuMin(boundA[2], boundB[2]);
+        mins[3] = AuMin(boundA[3], boundB[3]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        maxs[2] = AuMax(boundA[2], boundB[2]);
+        maxs[3] = AuMax(boundA[3], boundB[3]);
+        return NextVecD4Sorted(mins, maxs);
+    }
+
+    AuVecD4 RandomDevice::NextVecD4Sorted(AuVecD4 min, AuVecD4 max)
+    {
+        AuVecD4 range;
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+        range[2] = max[2] - min[2];
+        range[3] = max[3] - min[3];
+
+        auto uSeed       = this->NextU64();
+        auto dComponentA = RngConvertToDecimal(uSeed);
+        auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+        auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+        auto dComponentD = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+        return AuVecD4 {
+            (dComponentA * range[0]) + min[0],
+            (dComponentB * range[1]) + min[1],
+            (dComponentC * range[2]) + min[2],
+            (dComponentD * range[3]) + min[3]
+        };
+    }
+
     double RandomDevice::NextDecimal()
     {
         // fast decimals are the default
@@ -468,19 +581,18 @@ namespace Aurora::RNG
 
     AuUInt RandomDevice::NextArrayI32RangeInView(AuMemoryViewWrite write, AuInt32 iMin, AuInt32 iMax)
     {
-        AuList<AuUInt32> rngBytes;
-        
         auto ret    = write.Begin<AuInt32>();
         auto uCount = write.ToCount<AuInt32>();
 
-        rngBytes.resize(uCount);
-        this->Read(rngBytes);
+        this->Read(write);
 
         auto uRange      = AuUInt32(iMax - iMin);
         auto uUpperBound = AuRoundUpPow2(uRange + 1);
-        for (AU_ITERATE_N(uIndex, rngBytes.size()))
+
+        for (AU_ITERATE_N(uIndex, uCount))
         {
-            auto uMassiveWord = rngBytes[uIndex];
+            auto uMassiveWord = write.Begin<AuUInt32>()[uIndex];
+
             AuUInt32 uNext {};
             while ((uNext = (uMassiveWord & (uUpperBound - 1))) > uRange)
             {
@@ -520,20 +632,18 @@ namespace Aurora::RNG
 
     AuUInt RandomDevice::NextArrayU32RangeInView(AuMemoryViewWrite write, AuUInt32 uMin, AuUInt32 uMax)
     {
-        AuList<AuUInt32> rngBytes;
-        
         auto ret    = write.Begin<AuUInt32>();
         auto uCount = write.ToCount<AuUInt32>();
 
-        rngBytes.resize(uCount);
-        this->Read(rngBytes);
+        this->Read(write);
 
         auto uRange      = uMax - uMin;
         auto uUpperBound = AuRoundUpPow2(uRange + 1);
 
-        for (AU_ITERATE_N(uIndex, rngBytes.size()))
+        for (AU_ITERATE_N(uIndex, uCount))
         {
-            auto uMassiveWord = rngBytes[uIndex];
+            auto uMassiveWord = ret[uIndex];
+
             AuUInt32 uNext {};
             while ((uNext = (uMassiveWord & (uUpperBound - 1))) > uRange)
             {
@@ -594,14 +704,14 @@ namespace Aurora::RNG
         }
         else
         {
-            AuList<AuUInt64> rngBytes;
+            RNG_BYTES_PROLOGUE;
 
-            rngBytes.resize(uCount);
+            RNG_BYTES_RESIZE(uCount);
             this->Read(rngBytes);
 
-            for (AU_ITERATE_N(uIndex, rngBytes.size()))
+            for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
             {
-                double dValue = RngConvertToDecimal(rngBytes[uIndex]);
+                double dValue = RngConvertToDecimal(rngBytes.Begin<AuUInt64>()[uIndex]);
                 dValue *= dRange;
                 dValue += dMin;
                 ret[uIndex] = dValue;
@@ -710,27 +820,25 @@ namespace Aurora::RNG
 
     AuUInt RandomDevice::NextArrayI64RangeInView(AuMemoryViewWrite write, AuInt64 iMin, AuInt64 iMax)
     {
-        AuList<AuInt64> rngBytes;
-        
         auto ret    = write.Begin<AuInt64>();
         auto uCount = write.ToCount<AuInt64>();
 
-        rngBytes.resize(uCount);
-        this->Read(rngBytes);
+        this->Read(write);
 
         auto uRange = AuUInt64(iMax - iMin);
         auto uUpperBound = AuRoundUpPow2(uRange + 1);
 
-        for (AU_ITERATE_N(uIndex, rngBytes.size()))
+        for (AU_ITERATE_N(uIndex, uCount))
         {
-            auto uMassiveWord = rngBytes[uIndex];
+            auto uMassiveWord = write.Begin<AuUInt64>()[uIndex];
+
             AuUInt64 uNext {};
             while ((uNext = (uMassiveWord & (uUpperBound - 1))) > uRange)
             {
                 uMassiveWord = AuFnv1a64Runtime<sizeof(uMassiveWord)>(&uMassiveWord);
             }
 
-            ret[uIndex] = iMin + uRange;
+            ret[uIndex] = iMin + uNext;
         }
 
         return uCount;
@@ -738,20 +846,18 @@ namespace Aurora::RNG
 
     AuUInt RandomDevice::NextArrayU64RangeInView(AuMemoryViewWrite write, AuUInt64 uMin, AuUInt64 uMax)
     {
-        AuList<AuUInt64> rngBytes;
-        
         auto ret    = write.Begin<AuUInt64>();
         auto uCount = write.ToCount<AuUInt64>();
 
-        rngBytes.resize(uCount);
-        this->Read(rngBytes);
+        this->Read(write);
 
         auto uRange = uMax - uMin;
         auto uUpperBound = AuRoundUpPow2(uRange + 1);
 
-        for (AU_ITERATE_N(uIndex, rngBytes.size()))
+        for (AU_ITERATE_N(uIndex, uCount))
         {
-            auto uMassiveWord = rngBytes[uIndex];
+            auto uMassiveWord = ret[uIndex];
+
             AuUInt64 uNext {};
             while ((uNext = (uMassiveWord & (uUpperBound - 1))) > uRange)
             {
@@ -776,6 +882,7 @@ namespace Aurora::RNG
             auto &word = ret[i];
             word &= uMask;
         }
+
         return uCount;
     }
 
@@ -791,6 +898,7 @@ namespace Aurora::RNG
             auto &word = ret[i];
             word &= uMask;
         }
+
         return uCount;
     }
 
@@ -831,20 +939,20 @@ namespace Aurora::RNG
     AuUInt RandomDevice::NextArrayVec2SortedInView(AuMemoryViewWrite write, AuVec2 min, AuVec2 max)
     {
         AuVec2 range;
-        AuList<AuUInt64> rngBytes;
+        RNG_BYTES_PROLOGUE;
         
         auto ret    = write.Begin<AuVec2>();
         auto uCount = write.ToCount<AuVec2>();
 
-        rngBytes.resize(uCount);
+        RNG_BYTES_RESIZE(uCount);
         this->Read(rngBytes);
 
         range[0] = max[0] - min[0];
         range[1] = max[1] - min[1];
 
-        for (AU_ITERATE_N(uIndex, rngBytes.size()))
+        for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
         {
-            auto uSeed       = rngBytes[uIndex];
+            auto uSeed       = rngBytes.Begin<AuUInt64>()[uIndex];
             auto dComponentA = RngConvertToDecimal(uSeed);
             auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
 
@@ -910,21 +1018,21 @@ namespace Aurora::RNG
     AuUInt RandomDevice::NextArrayVec3SortedInView(AuMemoryViewWrite write, AuVec3 min, AuVec3 max)
     {
         AuVec3 range;
-        AuList<AuUInt64> rngBytes;
+        RNG_BYTES_PROLOGUE;
         
         auto ret    = write.Begin<AuVec3>();
         auto uCount = write.ToCount<AuVec3>();
 
-        rngBytes.resize(uCount);
+        RNG_BYTES_RESIZE(uCount);
         this->Read(rngBytes);
 
         range[0] = max[0] - min[0];
         range[1] = max[1] - min[1];
         range[2] = max[2] - min[2];
 
-        for (AU_ITERATE_N(uIndex, rngBytes.size()))
+        for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
         {
-            auto uSeed       = rngBytes[uIndex];
+            auto uSeed       = rngBytes.Begin<AuUInt64>()[uIndex];
             auto dComponentA = RngConvertToDecimal(uSeed);
             auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
             auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
@@ -998,12 +1106,12 @@ namespace Aurora::RNG
     AuUInt RandomDevice::NextArrayVec4SortedInView(AuMemoryViewWrite write, AuVec4 min, AuVec4 max)
     {
         AuVec4 range;
-        AuList<AuUInt64> rngBytes;
+        RNG_BYTES_PROLOGUE;
         
         auto ret    = write.Begin<AuVec4>();
         auto uCount = write.ToCount<AuVec4>();
 
-        rngBytes.resize(uCount);
+        RNG_BYTES_RESIZE(uCount);
         this->Read(rngBytes);
 
         range[0] = max[0] - min[0];
@@ -1011,9 +1119,9 @@ namespace Aurora::RNG
         range[2] = max[2] - min[2];
         range[3] = max[3] - min[3];
 
-        for (AU_ITERATE_N(uIndex, rngBytes.size()))
+        for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
         {
-            auto uSeed       = rngBytes[uIndex];
+            auto uSeed       = rngBytes.Begin<AuUInt64>()[uIndex];
             auto dComponentA = RngConvertToDecimal(uSeed);
             auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
             auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
@@ -1061,6 +1169,259 @@ namespace Aurora::RNG
         return uCount;
     }
 
+    AuUInt RandomDevice::NextArrayVecD2InView(AuMemoryViewWrite write, AuVecD2 boundA, AuVecD2 boundB)
+    {
+        AuVecD2 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        return NextArrayVecD2SortedInView(write, mins, maxs);
+    }
+
+    AuUInt RandomDevice::NextArrayVecD2FastInView(AuMemoryViewWrite write, AuVecD2 boundA, AuVecD2 boundB)
+    {
+        AuVecD2 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        return NextArrayVecD2SortedFastInView(write, mins, maxs);
+    }
+
+    AuUInt RandomDevice::NextArrayVecD2SortedInView(AuMemoryViewWrite write, AuVecD2 min, AuVecD2 max)
+    {
+        AuVecD2 range;
+        RNG_BYTES_PROLOGUE;
+
+        auto ret    = write.Begin<AuVecD2>();
+        auto uCount = write.ToCount<AuVecD2>();
+
+        RNG_BYTES_RESIZE(uCount);
+        this->Read(rngBytes);
+
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+
+        for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
+        {
+            auto uSeed       = rngBytes.Begin<AuUInt64>()[uIndex];
+            auto dComponentA = RngConvertToDecimal(uSeed);
+            auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+            ret[uIndex] = AuVecD2 {
+                (dComponentA * range[0]) + min[0],
+                (dComponentB * range[1]) + min[1]
+            };
+        }
+
+        return uCount;
+    }
+
+    AuUInt RandomDevice::NextArrayVecD2SortedFastInView(AuMemoryViewWrite write, AuVecD2 min, AuVecD2 max)
+    {
+        AuVecD2 range;
+
+        auto ret    = write.Begin<AuVecD2>();
+        auto uCount = write.ToCount<AuVecD2>();
+
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+
+        AuUInt64 uSeed = this->NextU64();
+
+        for (AU_ITERATE_N(uIndex, uCount))
+        {
+            auto dComponentA = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+            ret[uIndex] = AuVecD2 {
+                (dComponentA * range[0]) + min[0],
+                (dComponentB * range[1]) + min[1]
+            };
+        }
+
+        return uCount;
+    }
+
+    AuUInt RandomDevice::NextArrayVecD3InView(AuMemoryViewWrite write, AuVecD3 boundA, AuVecD3 boundB)
+    {
+        AuVecD3 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        mins[2] = AuMin(boundA[2], boundB[2]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        maxs[2] = AuMax(boundA[2], boundB[2]);
+        return NextArrayVecD3SortedInView(write, mins, maxs);
+    }
+
+    AuUInt RandomDevice::NextArrayVecD3FastInView(AuMemoryViewWrite write, AuVecD3 boundA, AuVecD3 boundB)
+    {
+        AuVecD3 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        mins[2] = AuMin(boundA[2], boundB[2]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        maxs[2] = AuMax(boundA[2], boundB[2]);
+        return NextArrayVecD3SortedFastInView(write, mins, maxs);
+    }
+
+    AuUInt RandomDevice::NextArrayVecD3SortedInView(AuMemoryViewWrite write, AuVecD3 min, AuVecD3 max)
+    {
+        AuVecD3 range;
+        RNG_BYTES_PROLOGUE;
+
+        auto ret    = write.Begin<AuVecD3>();
+        auto uCount = write.ToCount<AuVecD3>();
+
+        RNG_BYTES_RESIZE(uCount);
+        this->Read(rngBytes);
+
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+        range[2] = max[2] - min[2];
+
+        for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
+        {
+            auto uSeed       = rngBytes.Begin<AuUInt64>()[uIndex];
+            auto dComponentA = RngConvertToDecimal(uSeed);
+            auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+            ret[uIndex] = AuVecD3 {
+                (dComponentA * range[0]) + min[0],
+                (dComponentB * range[1]) + min[1],
+                (dComponentC * range[2]) + min[2]
+            };
+        }
+
+        return uCount;
+    }
+
+    AuUInt RandomDevice::NextArrayVecD3SortedFastInView(AuMemoryViewWrite write, AuVecD3 min, AuVecD3 max)
+    {
+        AuVecD3 range;
+        auto ret    = write.Begin<AuVecD3>();
+        auto uCount = write.ToCount<AuVecD3>();
+
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+        range[2] = max[2] - min[2];
+
+        AuUInt64 uSeed = this->NextU64();
+
+        for (AU_ITERATE_N(uIndex, uCount))
+        {
+            auto dComponentA = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+            ret[uIndex] = AuVecD3 {
+                (dComponentA * range[0]) + min[0],
+                (dComponentB * range[1]) + min[1],
+                (dComponentC * range[2]) + min[2]
+            };
+        }
+
+        return uCount;
+    }
+
+    AuUInt RandomDevice::NextArrayVecD4InView(AuMemoryViewWrite write, AuVecD4 boundA, AuVecD4 boundB)
+    {
+        AuVecD4 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        mins[2] = AuMin(boundA[2], boundB[2]);
+        mins[3] = AuMin(boundA[3], boundB[3]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        maxs[2] = AuMax(boundA[2], boundB[2]);
+        maxs[3] = AuMax(boundA[3], boundB[3]);
+        return NextArrayVecD4SortedInView(write, mins, maxs);
+    }
+
+    AuUInt RandomDevice::NextArrayVecD4FastInView(AuMemoryViewWrite write, AuVecD4 boundA, AuVecD4 boundB)
+    {
+        AuVecD4 mins, maxs;
+        mins[0] = AuMin(boundA[0], boundB[0]);
+        mins[1] = AuMin(boundA[1], boundB[1]);
+        mins[2] = AuMin(boundA[2], boundB[2]);
+        mins[3] = AuMin(boundA[3], boundB[3]);
+        maxs[0] = AuMax(boundA[0], boundB[0]);
+        maxs[1] = AuMax(boundA[1], boundB[1]);
+        maxs[2] = AuMax(boundA[2], boundB[2]);
+        maxs[3] = AuMax(boundA[3], boundB[3]);
+        return NextArrayVecD4SortedFastInView(write, mins, maxs);
+    }
+
+    AuUInt RandomDevice::NextArrayVecD4SortedInView(AuMemoryViewWrite write, AuVecD4 min, AuVecD4 max)
+    {
+        AuVecD4 range;
+        RNG_BYTES_PROLOGUE;
+
+        auto ret    = write.Begin<AuVecD4>();
+        auto uCount = write.ToCount<AuVecD4>();
+
+        RNG_BYTES_RESIZE(uCount);
+        this->Read(rngBytes);
+
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+        range[2] = max[2] - min[2];
+        range[3] = max[3] - min[3];
+
+        for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
+        {
+            auto uSeed       = rngBytes.Begin<AuUInt64>()[uIndex];
+            auto dComponentA = RngConvertToDecimal(uSeed);
+            auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentD = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+            ret[uIndex] = AuVecD4 {
+                (dComponentA * range[0]) + min[0],
+                (dComponentB * range[1]) + min[1],
+                (dComponentC * range[2]) + min[2],
+                (dComponentD * range[3]) + min[3]
+            };
+        }
+
+        return uCount;
+    }
+
+    AuUInt RandomDevice::NextArrayVecD4SortedFastInView(AuMemoryViewWrite write, AuVecD4 min, AuVecD4 max)
+    {
+        AuVecD4 range;
+        auto ret    = write.Begin<AuVecD4>();
+        auto uCount = write.ToCount<AuVecD4>();
+
+        range[0] = max[0] - min[0];
+        range[1] = max[1] - min[1];
+        range[2] = max[2] - min[2];
+        range[3] = max[3] - min[3];
+
+        AuUInt64 uSeed = this->NextU64();
+
+        for (AU_ITERATE_N(uIndex, uCount))
+        {
+            auto dComponentA = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentB = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentC = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+            auto dComponentD = RngConvertToDecimal(uSeed = (AuFnv1a64Runtime<8>(&uSeed)));
+
+            ret[uIndex] = AuVecD4 {
+                (dComponentA * range[0]) + min[0],
+                (dComponentB * range[1]) + min[1],
+                (dComponentC * range[2]) + min[2],
+                (dComponentD * range[3]) + min[3]
+            };
+        }
+
+        return uCount;
+    }
+
     AuUInt RandomDevice::NextArrayDoubleInView(AuMemoryViewWrite write)
     {
         auto ret    = write.Begin<double>();
@@ -1086,14 +1447,14 @@ namespace Aurora::RNG
         }
         else
         {
-            AuList<AuUInt64> rngBytes;
+            RNG_BYTES_PROLOGUE;
 
-            rngBytes.resize(uCount);
+            RNG_BYTES_RESIZE(uCount);
             this->Read(rngBytes);
 
-            for (AU_ITERATE_N(uIndex, rngBytes.size()))
+            for (AU_ITERATE_N(uIndex, RNG_BYTES_SIZE))
             {
-                ret[uIndex] = RngConvertToDecimal(rngBytes[uIndex]);
+                ret[uIndex] = RngConvertToDecimal(rngBytes.Begin<AuUInt64>()[uIndex]);
             }
         }
 
@@ -1394,6 +1755,102 @@ namespace Aurora::RNG
         return ret;
     }
 
+    AuList<AuVecD2> RandomDevice::NextArrayVecD2(AuUInt32 uCount, AuVecD2 boundA, AuVecD2 boundB)
+    {
+        AuList<AuVecD2> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD2InView(ret, boundA, boundB);
+        return ret;
+    }
+
+    AuList<AuVecD2> RandomDevice::NextArrayVecD2Fast(AuUInt32 uCount, AuVecD2 boundA, AuVecD2 boundB)
+    {
+        AuList<AuVecD2> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD2FastInView(ret, boundA, boundB);
+        return ret;
+    }
+
+    AuList<AuVecD2> RandomDevice::NextArrayVecD2Sorted(AuUInt32 uCount, AuVecD2 min, AuVecD2 max)
+    {
+        AuList<AuVecD2> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD2SortedInView(ret, min, max);
+        return ret;
+    }
+
+    AuList<AuVecD2> RandomDevice::NextArrayVecD2SortedFast(AuUInt32 uCount, AuVecD2 min, AuVecD2 max)
+    {
+        AuList<AuVecD2> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD2SortedFastInView(ret, min, max);
+        return ret;
+    }
+
+    AuList<AuVecD3> RandomDevice::NextArrayVecD3(AuUInt32 uCount, AuVecD3 boundA, AuVecD3 boundB)
+    {
+        AuList<AuVecD3> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD3InView(ret, boundA, boundB);
+        return ret;
+    }
+
+    AuList<AuVecD3> RandomDevice::NextArrayVecD3Fast(AuUInt32 uCount, AuVecD3 boundA, AuVecD3 boundB)
+    {
+        AuList<AuVecD3> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD3FastInView(ret, boundA, boundB);
+        return ret;
+    }
+
+    AuList<AuVecD3> RandomDevice::NextArrayVecD3Sorted(AuUInt32 uCount, AuVecD3 min, AuVecD3 max)
+    {
+        AuList<AuVecD3> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD3SortedInView(ret, min, max);
+        return ret;
+    }
+
+    AuList<AuVecD3> RandomDevice::NextArrayVecD3SortedFast(AuUInt32 uCount, AuVecD3 min, AuVecD3 max)
+    {
+        AuList<AuVecD3> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD3SortedFastInView(ret, min, max);
+        return ret;
+    }
+
+    AuList<AuVecD4> RandomDevice::NextArrayVecD4(AuUInt32 uCount, AuVecD4 boundA, AuVecD4 boundB)
+    {
+        AuList<AuVecD4> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD4InView(ret, boundA, boundB);
+        return ret;
+    }
+
+    AuList<AuVecD4> RandomDevice::NextArrayVecD4Fast(AuUInt32 uCount, AuVecD4 boundA, AuVecD4 boundB)
+    {
+        AuList<AuVecD4> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD4FastInView(ret, boundA, boundB);
+        return ret;
+    }
+
+    AuList<AuVecD4> RandomDevice::NextArrayVecD4Sorted(AuUInt32 uCount, AuVecD4 min, AuVecD4 max)
+    {
+        AuList<AuVecD4> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD4SortedInView(ret, min, max);
+        return ret;
+    }
+
+    AuList<AuVecD4> RandomDevice::NextArrayVecD4SortedFast(AuUInt32 uCount, AuVecD4 min, AuVecD4 max)
+    {
+        AuList<AuVecD4> ret;
+        ret.resize(uCount);
+        (void)NextArrayVecD4SortedFastInView(ret, min, max);
+        return ret;
+    }
+
     AuList<double> RandomDevice::NextArrayDouble(AuUInt32 uCount)
     {
         AuList<double> ret;
diff --git a/Source/RNG/AuRandomDevice.hpp b/Source/RNG/AuRandomDevice.hpp
index dafe42c4..8318c576 100644
--- a/Source/RNG/AuRandomDevice.hpp
+++ b/Source/RNG/AuRandomDevice.hpp
@@ -37,6 +37,12 @@ namespace Aurora::RNG
         AuVec4              NextVec4Sorted(AuVec4 min, AuVec4 max) override;
         AuInt32             NextI32Range(AuInt32 iMin, AuInt32 iMax) override;
         AuUInt32            NextU32Range(AuUInt32 uMin, AuUInt32 uMax) override;
+        AuVecD2             NextVecD2(AuVecD2 boundA, AuVecD2 boundB) override;
+        AuVecD2             NextVecD2Sorted(AuVecD2 min, AuVecD2 max) override;
+        AuVecD3             NextVecD3(AuVecD3 boundA, AuVecD3 boundB) override;
+        AuVecD3             NextVecD3Sorted(AuVecD3 min, AuVecD3 max) override;
+        AuVecD4             NextVecD4(AuVecD4 boundA, AuVecD4 boundB) override;
+        AuVecD4             NextVecD4Sorted(AuVecD4 min, AuVecD4 max) override;
         AuList<AuInt32>     NextArrayI32Range(AuUInt32 uCount, AuInt32 iMin, AuInt32 iMax) override;
         AuList<AuUInt32>    NextArrayU32Range(AuUInt32 uCount, AuUInt32 uMin, AuUInt32 uMax) override;
         AuList<AuInt64>     NextArrayI64Range(AuUInt32 uCount, AuInt64 uMin, AuInt64 uMax) override;
@@ -61,6 +67,18 @@ namespace Aurora::RNG
         AuList<AuVec4>      NextArrayVec4Fast(AuUInt32 uCount, AuVec4 boundA, AuVec4 boundB) override;
         AuList<AuVec4>      NextArrayVec4Sorted(AuUInt32 uCount, AuVec4 min, AuVec4 max) override;
         AuList<AuVec4>      NextArrayVec4SortedFast(AuUInt32 uCount, AuVec4 min, AuVec4 max) override;
+        AuList<AuVecD2>     NextArrayVecD2(AuUInt32 uCount, AuVecD2 boundA, AuVecD2 boundB) override;
+        AuList<AuVecD2>     NextArrayVecD2Fast(AuUInt32 uCount, AuVecD2 boundA, AuVecD2 boundB) override;
+        AuList<AuVecD2>     NextArrayVecD2Sorted(AuUInt32 uCount, AuVecD2 min, AuVecD2 max) override;
+        AuList<AuVecD2>     NextArrayVecD2SortedFast(AuUInt32 uCount, AuVecD2 min, AuVecD2 max) override;
+        AuList<AuVecD3>     NextArrayVecD3(AuUInt32 uCount, AuVecD3 boundA, AuVecD3 boundB) override;
+        AuList<AuVecD3>     NextArrayVecD3Fast(AuUInt32 uCount, AuVecD3 boundA, AuVecD3 boundB) override;
+        AuList<AuVecD3>     NextArrayVecD3Sorted(AuUInt32 uCount, AuVecD3 min, AuVecD3 max) override;
+        AuList<AuVecD3>     NextArrayVecD3SortedFast(AuUInt32 uCount, AuVecD3 min, AuVecD3 max) override;
+        AuList<AuVecD4>     NextArrayVecD4(AuUInt32 uCount, AuVecD4 boundA, AuVecD4 boundB) override;
+        AuList<AuVecD4>     NextArrayVecD4Fast(AuUInt32 uCount, AuVecD4 boundA, AuVecD4 boundB) override;
+        AuList<AuVecD4>     NextArrayVecD4Sorted(AuUInt32 uCount, AuVecD4 min, AuVecD4 max) override;
+        AuList<AuVecD4>     NextArrayVecD4SortedFast(AuUInt32 uCount, AuVecD4 min, AuVecD4 max) override;
         AuList<double>      NextArrayDouble(AuUInt32 uCount) override;
         AuList<double>      NextArrayDecimals(AuUInt32 uCount) override;
         AuList<double>      NextArrayDecimalsFast(AuUInt32 uCount) override;
@@ -97,6 +115,18 @@ namespace Aurora::RNG
         AuUInt              NextArrayVec4FastInView(Memory::MemoryViewWrite write, AuVec4 boundA, AuVec4 boundB) override;
         AuUInt              NextArrayVec4SortedInView(Memory::MemoryViewWrite write, AuVec4 min, AuVec4 max) override;
         AuUInt              NextArrayVec4SortedFastInView(Memory::MemoryViewWrite write, AuVec4 min, AuVec4 max) override;
+        AuUInt              NextArrayVecD2InView(Memory::MemoryViewWrite write, AuVecD2 boundA, AuVecD2 boundB) override;
+        AuUInt              NextArrayVecD2FastInView(Memory::MemoryViewWrite write, AuVecD2 boundA, AuVecD2 boundB) override;
+        AuUInt              NextArrayVecD2SortedInView(Memory::MemoryViewWrite write, AuVecD2 min, AuVecD2 max) override;
+        AuUInt              NextArrayVecD2SortedFastInView(Memory::MemoryViewWrite write, AuVecD2 min, AuVecD2 max) override;
+        AuUInt              NextArrayVecD3InView(Memory::MemoryViewWrite write, AuVecD3 boundA, AuVecD3 boundB) override;
+        AuUInt              NextArrayVecD3FastInView(Memory::MemoryViewWrite write, AuVecD3 boundA, AuVecD3 boundB) override;
+        AuUInt              NextArrayVecD3SortedInView(Memory::MemoryViewWrite write, AuVecD3 min, AuVecD3 max) override;
+        AuUInt              NextArrayVecD3SortedFastInView(Memory::MemoryViewWrite write, AuVecD3 min, AuVecD3 max) override;
+        AuUInt              NextArrayVecD4InView(Memory::MemoryViewWrite write, AuVecD4 boundA, AuVecD4 boundB) override;
+        AuUInt              NextArrayVecD4FastInView(Memory::MemoryViewWrite write, AuVecD4 boundA, AuVecD4 boundB) override;
+        AuUInt              NextArrayVecD4SortedInView(Memory::MemoryViewWrite write, AuVecD4 min, AuVecD4 max) override;
+        AuUInt              NextArrayVecD4SortedFastInView(Memory::MemoryViewWrite write, AuVecD4 min, AuVecD4 max) override;
         AuUInt              NextArrayDoubleInView(Memory::MemoryViewWrite write) override;
         AuUInt              NextArrayDecimalsInView(Memory::MemoryViewWrite write) override;
         AuUInt              NextArrayDecimalsFastInView(Memory::MemoryViewWrite write) override;