diff --git a/.github/workflows/check-builds.yaml b/.github/workflows/check-builds.yaml
new file mode 100644
index 0000000..1dc8816
--- /dev/null
+++ b/.github/workflows/check-builds.yaml
@@ -0,0 +1,95 @@
+name: Check Builds
+
+on:
+  push:
+    paths:
+        - src/**
+        - vendor/**
+        - .github/workflows/check-builds.yaml
+        - CMakeLists.txt
+
+jobs:
+  ubuntu-build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          submodules: recursive
+      - name: Install dependencies
+        run: sudo apt install clang cmake snap -y && sudo snap install powershell --classic
+      - name: Check compilation
+        run: |
+          $versions = "104", "728", "1013"
+
+          foreach ($version in $versions) {
+              Write-Output "Cleaning old output"
+              Invoke-Expression "make clean"
+              if ($LASTEXITCODE -ne "0") {
+                  Write-Error "make clean failed for version $version" -ErrorAction Stop
+              }
+              Write-Output "Building version $version"
+              Invoke-Expression "make -j8 PROTOCOL_VERSION=$version"
+              if ($LASTEXITCODE -ne "0") {
+                  Write-Error "make failed for version $version" -ErrorAction Stop
+              }
+              Rename-Item -Path "bin/fusion" -newName "$version-fusion"
+              Write-Output "Built version $version"
+          }
+          Copy-Item -Path "sql" -Destination "bin/sql" -Recurse
+          Copy-Item -Path "config.ini" -Destination "bin"
+        shell: pwsh
+      - name: Upload build artifact
+        uses: actions/upload-artifact@v2
+        with:
+          name: ubuntu20_04-bin-x64
+          path: bin
+
+  windows-build:
+    runs-on: windows-2019
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          submodules: recursive
+      - name: Check compilation
+        run: |
+          $versions = "104", "728", "1013"
+          $configurations = "Release"
+          # "Debug" builds are disabled, since we don't really need them
+
+          $vsPath = "C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise"
+
+          Import-Module "$vsPath\Common7\Tools\Microsoft.VisualStudio.DevShell.dll"
+          Enter-VsDevShell -VsInstallPath $vsPath -SkipAutomaticLocation
+
+          Invoke-Expression "vcpkg install sqlite3:x64-windows"
+          Invoke-Expression "vcpkg integrate install"
+
+          foreach ($version in $versions) {
+              if (Test-Path -LiteralPath "build") {
+                  Remove-Item "build" -Recurse
+                  Write-Output "Deleted existing build folder"
+              }
+              Invoke-Expression "cmake -B build -DPROTOCOL_VERSION=$version -DCMAKE_TOOLCHAIN_FILE=C:/vcpkg/scripts/buildsystems/vcpkg.cmake"
+              if ($LASTEXITCODE -ne "0") {
+                  Write-Error "cmake generation failed for version $version" -ErrorAction Stop
+              }
+              Write-Output "Generated build files for version $version"
+
+              foreach ($configuration in $configurations) {
+                  Write-Output "Building version $version $configuration"
+                  Invoke-Expression "msbuild build\OpenFusion.sln /maxcpucount:8 /p:BuildInParallel=true /p:CL_MPCount=8 /p:UseMultiToolTask=true /p:Configuration=$configuration"
+                  if ($LASTEXITCODE -ne "0") {
+                      Write-Error "msbuild build failed for version $version" -ErrorAction Stop
+                  }
+                  Rename-Item -Path "bin/$configuration" -newName "$version-$configuration"
+                  Write-Output "Built version $version $configuration"
+                  Copy-Item -Path "sql" -Destination "bin/$version-$configuration/sql" -Recurse
+                  Copy-Item -Path "config.ini" -Destination "bin/$version-$configuration"
+              }
+          }
+        shell: pwsh
+      - name: Upload build artifact
+        uses: actions/upload-artifact@v2
+        with:
+          name: windows-vs2019-bin-x64
+          path: bin
\ No newline at end of file
diff --git a/CMakeLists.txt b/CMakeLists.txt
index cef0d74..74c1098 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -43,7 +43,10 @@ add_executable(openfusion ${SOURCES})
 
 set_target_properties(openfusion PROPERTIES OUTPUT_NAME ${BIN_NAME})
 
-target_link_libraries(openfusion sqlite3)
+# find sqlite3 and use it
+find_package(sqlite3 REQUIRED)
+target_include_directories(openfusion PRIVATE ${SQLite3_INCLUDE_DIRS})
+target_link_libraries(openfusion PRIVATE ${SQLite3_LIBRARIES})
 
 # Makes it so config, tdata, etc. get picked up when starting via the debugger in VS
 set_property(TARGET openfusion PROPERTY VS_DEBUGGER_WORKING_DIRECTORY "${CMAKE_SOURCE_DIR}")
diff --git a/README.md b/README.md
index cb1af49..5f8b456 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 <p align="center">
     <a href="https://github.com/OpenFusionProject/OpenFusion/releases/latest"><img src="https://img.shields.io/github/v/release/OpenFusionProject/OpenFusion" alt="Current Release"></a>
-    <a href="https://ci.appveyor.com/project/OpenFusionProject/openfusion"><img src="https://ci.appveyor.com/api/projects/status/github/OpenFusionProject/OpenFusion?svg=true" alt="AppVeyor"></a>
+    <a href="https://github.com/OpenFusionProject/OpenFusion/actions/workflows/check-builds.yaml"><img src="https://github.com/OpenFusionProject/OpenFusion/actions/workflows/check-build.syaml/badge.svg" alt="Workflow"></a>
     <a href="https://discord.gg/DYavckB"><img src="https://img.shields.io/badge/chat-on%20discord-7289da.svg?logo=discord" alt="Discord"></a>
     <a href="https://github.com/OpenFusionProject/OpenFusion/blob/master/LICENSE.md"><img src="https://img.shields.io/github/license/OpenFusionProject/OpenFusion" alt="License"></a>
 </p>
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index fe39d2f..0000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,90 +0,0 @@
-version: 'openfusion-{branch}-{build}'
-
-build_cloud: GCE us-east1-b n2-standard-8
-skip_branch_with_pr: true
-
-image:
-  - GCP-Windows-VS2019
-  - GCP-Linux-Ubuntu2004
-
-platform:
-  - x64
-
-configuration:
-  - Release
-  
-for:
--
-  matrix:
-    only:
-      - image: GCP-Linux-Ubuntu2004
-  build_script:
-    - ps: |
-        $versions = "104", "728", "1013"
-
-        foreach ($version in $versions) {
-            Write-Output "Cleaning old output"
-            Invoke-Expression "make clean"
-            if ($LASTEXITCODE -ne "0") {
-                Write-Error "make clean failed for version $version" -ErrorAction Stop
-            }
-            Write-Output "Building version $version"
-            Invoke-Expression "make -j8 PROTOCOL_VERSION=$version"
-            if ($LASTEXITCODE -ne "0") {
-                Write-Error "make failed for version $version" -ErrorAction Stop
-            }
-            Rename-Item -Path "bin/fusion" -newName "$version-fusion"
-            Write-Output "Built version $version"
-        }
-        Copy-Item -Path "sql" -Destination "bin/sql" -Recurse
-        Copy-Item -Path "config.ini" -Destination "bin"
-  artifacts:
-    - path: bin
-      name: ubuntu20_04-bin-x64
-      type: zip
--
-  matrix:
-    only:
-      - image: GCP-Windows-VS2019
-  install:
-    - cmd: vcpkg install sqlite3:x64-windows
-    - cmd: vcpkg integrate install
-  build_script:
-    - ps: |
-        $versions = "104", "728", "1013"
-        $configurations = "Release"
-        # "Debug" builds are disabled, since we don't really need them
-
-        # AppVeyor uses VS2019 Community
-        $vsPath = "C:\Program Files (x86)\Microsoft Visual Studio\2019\Community"
-
-        Import-Module "$vsPath\Common7\Tools\Microsoft.VisualStudio.DevShell.dll"
-        Enter-VsDevShell -VsInstallPath $vsPath -SkipAutomaticLocation
-
-        foreach ($version in $versions) {
-            if (Test-Path -LiteralPath "build") {
-                Remove-Item "build" -Recurse
-                Write-Output "Deleted existing build folder"
-            }
-            Invoke-Expression "cmake -B build -DPROTOCOL_VERSION=$version"
-            if ($LASTEXITCODE -ne "0") {
-                Write-Error "cmake generation failed for version $version" -ErrorAction Stop
-            }
-            Write-Output "Generated build files for version $version"
-
-            foreach ($configuration in $configurations) {
-                Write-Output "Building version $version $configuration"
-                Invoke-Expression "msbuild build\OpenFusion.sln /maxcpucount:8 /p:BuildInParallel=true /p:CL_MPCount=8 /p:UseMultiToolTask=true /p:Configuration=$configuration"
-                if ($LASTEXITCODE -ne "0") {
-                    Write-Error "msbuild build failed for version $version" -ErrorAction Stop
-                }
-                Rename-Item -Path "bin/$configuration" -newName "$version-$configuration"
-                Write-Output "Built version $version $configuration"
-                Copy-Item -Path "sql" -Destination "bin/$version-$configuration/sql" -Recurse
-                Copy-Item -Path "config.ini" -Destination "bin/$version-$configuration"
-            }
-        }
-  artifacts:
-    - path: bin
-      name: windows-vs2019-bin-x64
-      type: zip