diff --git a/CMakeLists.txt b/CMakeLists.txt
index 72c90e6..b04ba9f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -9,7 +9,7 @@ if(NOT DEFINED CMAKE_CXX_STANDARD)
 endif()
 
 include(FetchContent)
-FetchContent_Declare(rerun_sdk URL https://build.rerun.io/commit/bc05d11/rerun_cpp_sdk.zip) # 2023-10-26
+FetchContent_Declare(rerun_sdk URL https://build.rerun.io/commit/b7f404a/rerun_cpp_sdk.zip) # 2023-10-29
 FetchContent_MakeAvailable(rerun_sdk)
 
 find_package(Eigen3 REQUIRED)
diff --git a/README.md b/README.md
index d85e934..febcd52 100644
--- a/README.md
+++ b/README.md
@@ -37,19 +37,36 @@ The easiest way to get started is to install [pixi](https://prefix.dev/docs/pixi
 
 ### Manually
 First install the required dependencies:
-* `arrow-cpp` (required by Rerun)
 * `eigen` and `opencv` (required by this example)
-* `cmake` and `ninja` (build tools)
+* `cmake` (for building)
 
-Build using:
 
+### Linux & Mac
+
+Build:
 ```bash
-mkdir build
-cd build
-cmake ..
-cmake --build . -- -j8
+cmake -B build
+cmake --build build -j
 ```
 
 Then run the binary with:
-
 `build/rerun_ext_example`
+
+
+### Windows using Visual Studio 2022
+
+
+Build
+```cmd
+cmake -B build  -G 'Visual Studio 17 2022'
+cmake --build build
+```
+Instead of building via CMake you can also open `build/rerun_external_cpp_proj.sln` in Visual Studio and build & run from there.
+
+Then run the binary with 
+```cmd
+build\RelWithDebInfo\rerun_ext_example.exe
+```
+Make sure that all dependent dlls (OpenCV & Eigen) are in PATH or next to the executable.
+
+
diff --git a/cspell.json b/cspell.json
new file mode 100644
index 0000000..d07bc92
--- /dev/null
+++ b/cspell.json
@@ -0,0 +1,11 @@
+{
+    "$schema": "https://raw.githubusercontent.com/streetsidesoftware/cspell/main/cspell.schema.json",
+    "version": "0.2",
+    "usePnP": true,
+    "ignoreWords": [
+        "eigen",
+        "Eigen",
+        "pixi",
+        "srcset"
+    ]
+}
\ No newline at end of file
diff --git a/pixi.lock b/pixi.lock
index e3d5220..719a52d 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -162,1334 +162,26 @@ package:
   license_family: BSD
   size: 7918540
   timestamp: 1694228877684
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-  version: '3.11'
+  version: '3.12'
   manager: conda
   platform: win-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/win-64/python_abi-3.11-4_cp311.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/python_abi-3.12-4_cp312.conda
   hash:
-    md5: 70513332c71b56eace4ee6441e66c012
-    sha256: 67c2aade3e2160642eec0742384e766b20c766055e3d99335681e3e05d88ed7b
+    md5: 17f4ccf6be9ded08bd0a376f489ac1a6
+    sha256: 488f8519d04b48f59bd6fde21ebe2d7a527718ff28aac86a8b53aa63658bdef6
   optional: false
   category: main
-  build: 4_cp311
+  build: 4_cp312
   arch: x86_64
   subdir: win-64
   build_number: 4
   constrains:
-  - python 3.11.* *_cpython
+  - python 3.12.* *_cpython
   license: BSD-3-Clause
   license_family: BSD
-  size: 6755
-  timestamp: 1695147711935
+  size: 6785
+  timestamp: 1695147430513
 - name: qt-main
   version: 5.15.8
   manager: conda
@@ -13141,108 +10400,6 @@ package:
   license_family: LGPL
   size: 60395805
   timestamp: 1697003065087
-- name: rdma-core
-  version: '28.9'
-  manager: conda
-  platform: linux-64
-  dependencies:
-    __glibc: '>=2.17,<3.0.a0'
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/rdma-core-28.9-h59595ed_1.conda
-  hash:
-    md5: aeffb7c06b5f65e55e6c637408dc4100
-    sha256: 832f9393ab3144ce6468c6f150db9d398fad4451e96a8879afb3059f0c9902f6
-  optional: false
-  category: main
-  build: h59595ed_1
-  arch: x86_64
-  subdir: linux-64
-  build_number: 1
-  license: Linux-OpenIB
-  license_family: BSD
-  size: 3735644
-  timestamp: 1684785130341
-- name: re2
-  version: 2023.06.02
-  manager: conda
-  platform: linux-64
-  dependencies:
-    libre2-11: ==2023.6.2 h7a70373_0
-  url: https://conda.anaconda.org/conda-forge/linux-64/re2-2023.06.02-h2873b5e_0.conda
-  hash:
-    md5: bb2d5e593ef13fe4aff0bc9440f945ae
-    sha256: 3e0bfb04b6d43312d711c5b49dbc3c7660b2e6e681ed504b1b322794462a1bcd
-  optional: false
-  category: main
-  build: h2873b5e_0
-  arch: x86_64
-  subdir: linux-64
-  build_number: 0
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 26953
-  timestamp: 1697065840782
-- name: re2
-  version: 2023.06.02
-  manager: conda
-  platform: osx-64
-  dependencies:
-    libre2-11: ==2023.6.2 h4694dbf_0
-  url: https://conda.anaconda.org/conda-forge/osx-64/re2-2023.06.02-hd34609a_0.conda
-  hash:
-    md5: e498042c254db56d398b6ee858888b9d
-    sha256: dd749346b868ac9a8765cd18e102f808103330b3fc1fac5d267fbf4257ea31c9
-  optional: false
-  category: main
-  build: hd34609a_0
-  arch: x86_64
-  subdir: osx-64
-  build_number: 0
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 27005
-  timestamp: 1697065900029
-- name: re2
-  version: 2023.06.02
-  manager: conda
-  platform: osx-arm64
-  dependencies:
-    libre2-11: ==2023.6.2 h1753957_0
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/re2-2023.06.02-h6135d0a_0.conda
-  hash:
-    md5: 8f23674174b155300696a2be8b5c1407
-    sha256: 963847258a82d9647311c5eb8829a49ac2161df12a304d5d6e61f788f0563442
-  optional: false
-  category: main
-  build: h6135d0a_0
-  arch: aarch64
-  subdir: osx-arm64
-  build_number: 0
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 27073
-  timestamp: 1697065856329
-- name: re2
-  version: 2023.06.02
-  manager: conda
-  platform: win-64
-  dependencies:
-    libre2-11: ==2023.6.2 h8c5ae5e_0
-  url: https://conda.anaconda.org/conda-forge/win-64/re2-2023.06.02-hcbb65ff_0.conda
-  hash:
-    md5: aabaf2fe639029a25b39b6b14a1aa760
-    sha256: 97cfa7fe2e4111bd0915b8e14f1f1a00ee3fab14758ac89620c5e119c668e5b8
-  optional: false
-  category: main
-  build: hcbb65ff_0
-  arch: x86_64
-  subdir: win-64
-  build_number: 0
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 203957
-  timestamp: 1697066138562
 - name: readline
   version: '8.2'
   manager: conda
@@ -13362,27 +10519,6 @@ package:
   license_family: MIT
   size: 177491
   timestamp: 1693456037505
-- name: s2n
-  version: 1.3.54
-  manager: conda
-  platform: linux-64
-  dependencies:
-    libgcc-ng: '>=12'
-    openssl: '>=3.1.3,<4.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/s2n-1.3.54-h06160fa_0.conda
-  hash:
-    md5: 149520612b92991a7de6f17550a19739
-    sha256: 21941b4cc007fe556ce0ec66b590f2038fecf89ce850549a8bd072ba09d1a1a7
-  optional: false
-  category: main
-  build: h06160fa_0
-  arch: x86_64
-  subdir: linux-64
-  build_number: 0
-  license: Apache-2.0
-  license_family: Apache
-  size: 387091
-  timestamp: 1696545067741
 - name: sigtool
   version: 0.1.3
   manager: conda
@@ -13913,31 +11049,6 @@ package:
   license_family: PROPRIETARY
   size: 1283972
   timestamp: 1666630199266
-- name: ucx
-  version: 1.15.0
-  manager: conda
-  platform: linux-64
-  dependencies:
-    libgcc-ng: '>=12'
-    libnuma: '>=2.0.16,<3.0a0'
-    libstdcxx-ng: '>=12'
-    rdma-core: '>=28.9,<29.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/ucx-1.15.0-h64cca9d_0.conda
-  hash:
-    md5: b35b1f1a9fdbf93266c91f297dc9060e
-    sha256: 8a4dce10304fee0df715addec3d078421aa7aa0824422a6630d621d15bd98e5f
-  optional: false
-  category: main
-  build: h64cca9d_0
-  arch: x86_64
-  subdir: linux-64
-  build_number: 0
-  constrains:
-  - cuda-version >=11.2,<12
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 15425900
-  timestamp: 1696028080367
 - name: vc
   version: '14.3'
   manager: conda
@@ -14002,19 +11113,19 @@ package:
   license_family: BSD
   size: 17207
   timestamp: 1688020635322
-- name: vs2019_win-64
-  version: 19.29.30139
+- name: vs2022_win-64
+  version: 19.37.32822
   manager: conda
   platform: win-64
   dependencies:
     vswhere: '*'
-  url: https://conda.anaconda.org/conda-forge/win-64/vs2019_win-64-19.29.30139-he1865b1_17.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/vs2022_win-64-19.37.32822-h0123c8e_17.conda
   hash:
-    md5: 6351cac64b43c84c64bb6fe646d6acfe
-    sha256: 48ae2875083ef9e0b4dc2a3045154a4197e67f948dec44ae02c5348960445b93
+    md5: 8b02594cf497f7516a3ed20a164de75e
+    sha256: 259b5d4ac07b131bf15bf1a2d101eb9eb039e32cfef57de79061cb4c8f1889fe
   optional: false
   category: main
-  build: he1865b1_17
+  build: h0123c8e_17
   arch: x86_64
   subdir: win-64
   build_number: 17
@@ -14022,8 +11133,8 @@ package:
   - vc14
   license: BSD-3-Clause
   license_family: BSD
-  size: 19812
-  timestamp: 1688020390940
+  size: 19405
+  timestamp: 1694292390059
 - name: vswhere
   version: 3.1.4
   manager: conda
diff --git a/pixi.toml b/pixi.toml
index e80cf73..bc7d46e 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -24,24 +24,62 @@ version = "0.1.0"
 
 [tasks]
 # Note: extra CLI argument after `pixi run TASK` are passed to the task cmd.
-
-prepare = "cmake -G Ninja -B build -S . -DCMAKE_BUILD_TYPE=RelWithDebInfo"
 clean = { cmd = "rm -rf build bin CMakeFiles/" }
-build = { cmd = "mkdir -p bin && cmake --build build --config RelWithDebInfo --target all", depends_on = [
+print-env = { cmd = "echo $PATH" }
+
+[target.win-64.tasks]
+prepare = "cmake -G 'Visual Studio 17 2022' -B build -S . -DCMAKE_BUILD_TYPE=RelWithDebInfo"
+build = { cmd = "cmake --build build --config RelWithDebInfo", depends_on = [
+    "prepare",
+] }
+run = { cmd = "build/RelWithDebInfo/rerun_ext_example.exe", depends_on = [
+    "build",
+] }
+
+[target.linux-64.tasks]
+prepare = "cmake -G 'Ninja' -B build -S . -DCMAKE_BUILD_TYPE=RelWithDebInfo"
+build = { cmd = "cmake --build build --config RelWithDebInfo --target all", depends_on = [
     "prepare",
 ] }
 run = { cmd = "build/rerun_ext_example", depends_on = ["build"] }
 
 
+[target.osx-64.tasks]
+prepare = "cmake -G 'Ninja' -B build -S . -DCMAKE_BUILD_TYPE=RelWithDebInfo"
+build = { cmd = "cmake --build build --config RelWithDebInfo --target all", depends_on = [
+    "prepare",
+] }
+run = { cmd = "build/rerun_ext_example", depends_on = ["build"] }
+
+[target.osx-arm64.tasks]
+prepare = "cmake -G 'Ninja' -B build -S . -DCMAKE_BUILD_TYPE=RelWithDebInfo"
+build = { cmd = "cmake --build build --config RelWithDebInfo --target all", depends_on = [
+    "prepare",
+] }
+run = { cmd = "build/rerun_ext_example", depends_on = ["build"] }
+
 [dependencies]
 # Build tools:
 cmake = "3.27.6"
+# Required by this example:
+eigen = "3.4.0.*"
+opencv = "4.8.1.*"
+
+[target.linux-64.dependencies]
+# Build tools:
 cxx-compiler = "1.6.0.*"
 ninja = "1.11.1"
 
-# Required by Rerun:
-arrow-cpp = "13.0.0.*"
+[target.osx-64.dependencies]
+# Build tools:
+cxx-compiler = "1.6.0.*"
+ninja = "1.11.1"
 
-# Required by this example:
-eigen = "3.4.0.*"
-opencv = "4.8.1.*"
+[target.osx-arm64.dependencies]
+# Build tools:
+cxx-compiler = "1.6.0.*"
+ninja = "1.11.1"
+
+[target.win-64.dependencies]
+# Build tools:
+vs2022_win-64 = "19.37.32822"