diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
deleted file mode 100644
index b41c0c7..0000000
--- a/.github/workflows/build.yaml
+++ /dev/null
@@ -1,85 +0,0 @@
-name: CI
-# This workflow is triggered on pushes & pull requests
-on: [pull_request]
-
-jobs:
-  build:
-    name: Build
-    runs-on: ubuntu-latest
-    container: techknowlogick/xgo:go-1.17.x
-
-    # Service containers to run with `build` (Required for end-to-end testing)
-    services:
-      influxdb:
-        image: influxdb:2.2
-        env:
-          DOCKER_INFLUXDB_INIT_MODE: setup
-          DOCKER_INFLUXDB_INIT_USERNAME: admin
-          DOCKER_INFLUXDB_INIT_PASSWORD: password12345
-          DOCKER_INFLUXDB_INIT_ORG: scrutiny
-          DOCKER_INFLUXDB_INIT_BUCKET: metrics
-          DOCKER_INFLUXDB_INIT_ADMIN_TOKEN: my-super-secret-auth-token
-        ports:
-          - 8086:8086
-    env:
-      PROJECT_PATH: /go/src/github.com/analogj/scrutiny
-      CGO_ENABLED: 1
-    steps:
-      - name: Git
-        run: |
-          apt-get update && apt-get install -y software-properties-common
-          add-apt-repository ppa:git-core/ppa && apt-get update && apt-get install -y git
-          git --version
-      - name: Checkout
-        uses: actions/checkout@v2
-      - name: Test
-        run: |
-          mkdir -p $(dirname "$PROJECT_PATH")
-          cp -a $GITHUB_WORKSPACE $PROJECT_PATH
-          cd $PROJECT_PATH
-
-          go mod vendor
-          go test -race -coverprofile=coverage.txt -covermode=atomic -v -tags "static" $(go list ./... | grep -v /vendor/)
-      - name: Generate coverage report
-        uses: codecov/codecov-action@v2
-        with:
-          files: ${{ env.PROJECT_PATH }}/coverage.txt
-          flags: unittests
-          fail_ci_if_error: true
-          verbose: true
-      - name: Build Binaries
-        run: |
-
-          cd $PROJECT_PATH
-          make all
-
-      - name: Archive
-        uses: actions/upload-artifact@v2
-        with:
-          name: binaries.zip
-          path: |
-            /build/scrutiny-web-linux-amd64
-            /build/scrutiny-collector-metrics-linux-amd64
-            /build/scrutiny-web-linux-arm64
-            /build/scrutiny-collector-metrics-linux-arm64
-            /build/scrutiny-web-linux-arm-5
-            /build/scrutiny-collector-metrics-linux-arm-5
-            /build/scrutiny-web-linux-arm-6
-            /build/scrutiny-collector-metrics-linux-arm-6
-            /build/scrutiny-web-linux-arm-7
-            /build/scrutiny-collector-metrics-linux-arm-7
-            /build/scrutiny-web-windows-4.0-amd64.exe
-            /build/scrutiny-collector-metrics-windows-4.0-amd64.exe
-#            /build/scrutiny-web-darwin-arm64
-#            /build/scrutiny-collector-metrics-darwin-arm64
-#            /build/scrutiny-web-darwin-amd64
-#            /build/scrutiny-collector-metrics-darwin-amd64
-#            /build/scrutiny-web-freebsd-amd64
-#            /build/scrutiny-collector-metrics-freebsd-amd64
-      - uses: codecov/codecov-action@v2
-        with:
-          file: ${{ env.PROJECT_PATH }}/coverage.txt
-          flags: unittests
-          fail_ci_if_error: false
-
-
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..1310337
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,78 @@
+name: CI
+# This workflow is triggered on pushes & pull requests
+on: [pull_request]
+
+jobs:
+  test:
+    name: Test
+    runs-on: ubuntu-latest
+    container: ghcr.io/packagrio/packagr:latest-golang
+
+    # Service containers to run with `build` (Required for end-to-end testing)
+    services:
+      influxdb:
+        image: influxdb:2.2
+        env:
+          DOCKER_INFLUXDB_INIT_MODE: setup
+          DOCKER_INFLUXDB_INIT_USERNAME: admin
+          DOCKER_INFLUXDB_INIT_PASSWORD: password12345
+          DOCKER_INFLUXDB_INIT_ORG: scrutiny
+          DOCKER_INFLUXDB_INIT_BUCKET: metrics
+          DOCKER_INFLUXDB_INIT_ADMIN_TOKEN: my-super-secret-auth-token
+        ports:
+          - 8086:8086
+    env:
+      PROJECT_PATH: /go/src/github.com/analogj/scrutiny
+      STATIC: true
+    steps:
+      - name: Git
+        run: |
+          apt-get update && apt-get install -y software-properties-common
+          add-apt-repository ppa:git-core/ppa && apt-get update && apt-get install -y git
+          git --version
+      - name: Checkout
+        uses: actions/checkout@v2
+      - name: Test
+        run: |
+          make binary-clean binary-test-coverage
+      - name: Generate coverage report
+        uses: codecov/codecov-action@v2
+        with:
+          files: ${{ github.workspace }}/coverage.txt
+          flags: unittests
+          fail_ci_if_error: true
+          verbose: true
+  build:
+    name: Build ${{ matrix.cfg.goos }}/${{ matrix.cfg.goarch }}
+    runs-on: ${{ matrix.cfg.on }}
+    env:
+      GOOS: ${{ matrix.cfg.goos }}
+      GOARCH: ${{ matrix.cfg.goarch }}
+      GOARM: ${{ matrix.cfg.goarm }}
+      STATIC: true
+    strategy:
+      matrix:
+        cfg:
+          - { on: ubuntu-latest,  goos: linux,      goarch: amd64 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm,    goarm: 5 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm,    goarm: 6 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm,    goarm: 7 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm64 }
+          - { on: macos-latest,   goos: darwin,     goarch: amd64 }
+          - { on: macos-latest,   goos: darwin,     goarch: arm64 }
+          - { on: macos-latest,   goos: freebsd,    goarch: amd64 }
+          - { on: windows-latest, goos: windows,    goarch: amd64 }
+          - { on: windows-latest, goos: windows,    goarch: arm64 }
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+      - name: Build Binaries
+        run: |
+          make binary-clean binary-all
+      - name: Archive
+        uses: actions/upload-artifact@v2
+        with:
+          name: binaries.zip
+          path: |
+            scrutiny-web-*
+            scrutiny-collector-metrics-*
\ No newline at end of file
diff --git a/.github/workflows/docker-build.yaml b/.github/workflows/docker-build.yaml
index e65947b..cc8928b 100644
--- a/.github/workflows/docker-build.yaml
+++ b/.github/workflows/docker-build.yaml
@@ -81,7 +81,7 @@ jobs:
           options: -v ${{ github.workspace }}:/work
           run: |
             cd /work
-            make frontend && echo "print contents of /work/dist" && ls -alt /work/dist
+            make binary-frontend && echo "print contents of /work/dist" && ls -alt /work/dist
 
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v2
@@ -141,7 +141,7 @@ jobs:
           options: -v ${{ github.workspace }}:/work
           run: |
             cd /work
-            make frontend && echo "print contents of /work/dist" && ls -alt /work/dist
+            make binary-frontend && echo "print contents of /work/dist" && ls -alt /work/dist
 
 
       - name: Set up QEMU
diff --git a/.github/workflows/docker-nightly.yaml b/.github/workflows/docker-nightly.yaml
index 13a0324..ff2addb 100644
--- a/.github/workflows/docker-nightly.yaml
+++ b/.github/workflows/docker-nightly.yaml
@@ -26,7 +26,7 @@ jobs:
           options: -v ${{ github.workspace }}:/work
           run: |
             cd /work
-            make frontend && echo "print contents of /work/dist" && ls -alt /work/dist
+            make binary-frontend && echo "print contents of /work/dist" && ls -alt /work/dist
 
 
       - name: Set up QEMU
diff --git a/.github/workflows/release-freebsd.yaml b/.github/workflows/release-freebsd.yaml
deleted file mode 100644
index baaf5fa..0000000
--- a/.github/workflows/release-freebsd.yaml
+++ /dev/null
@@ -1,83 +0,0 @@
-# compiles FreeBSD artifacts and attaches them to build
-name: Release FreeBSD
-
-on:
-  release:
-    # Only use the types keyword to narrow down the activity types that will trigger your workflow.
-    types: [published]
-  workflow_dispatch:
-    inputs:
-      tag_name:
-        description: 'tag to build artifacts for'
-        required: true
-        default: 'v0.0.0'
-jobs:
-
-  release-freebsd:
-    name: Release FreeBSD
-    runs-on: macos-10.15
-    env:
-      PROJECT_PATH: /go/src/github.com/analogj/scrutiny
-      GOPATH: /go
-      GOOS: freebsd
-      GOARCH: amd64
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v2
-        with:
-          ref: ${{github.event.release.tag_name || github.event.inputs.tag_name }}
-      - name: Build Binaries
-        uses: vmactions/freebsd-vm@v0.1.5
-        with:
-          envs: 'PROJECT_PATH GOPATH GOOS GOARCH'
-          usesh: true
-          #TODO: lock go version using https://www.jeremymorgan.com/tutorials/golang/how-to-install-go-freebsd/
-          prepare: pkg install -y curl go gmake
-          run: |
-            pwd
-            ls -lah
-            whoami
-            freebsd-version
-
-            mkdir -p $(dirname "$PROJECT_PATH")
-            cp -R $GITHUB_WORKSPACE $PROJECT_PATH
-            cd $PROJECT_PATH
-
-            mkdir -p $GITHUB_WORKSPACE/dist
-
-            echo "building web binary (OS = ${GOOS}, ARCH = ${GOARCH})"
-            go build -ldflags "-extldflags=-static -X main.goos=${GOOS} -X main.goarch=${GOARCH}" -o $GITHUB_WORKSPACE/dist/scrutiny-web-${GOOS}-${GOARCH} -tags "static netgo sqlite_omit_load_extension" webapp/backend/cmd/scrutiny/scrutiny.go
-
-            chmod +x "$GITHUB_WORKSPACE/dist/scrutiny-web-${GOOS}-${GOARCH}"
-            file "$GITHUB_WORKSPACE/dist/scrutiny-web-${GOOS}-${GOARCH}" || true
-            ldd "$GITHUB_WORKSPACE/dist/scrutiny-web-${GOOS}-${GOARCH}" || true
-
-            echo "building collector binary (OS = ${GOOS}, ARCH = ${GOARCH})"
-            go build -ldflags "-extldflags=-static -X main.goos=${GOOS} -X main.goarch=${GOARCH}" -o $GITHUB_WORKSPACE/dist/scrutiny-collector-metrics-${GOOS}-${GOARCH} -tags "static netgo" collector/cmd/collector-metrics/collector-metrics.go
-
-            chmod +x "$GITHUB_WORKSPACE/dist/scrutiny-collector-metrics-${GOOS}-${GOARCH}"
-            file "$GITHUB_WORKSPACE/dist/scrutiny-collector-metrics-${GOOS}-${GOARCH}" || true
-            ldd "$GITHUB_WORKSPACE/dist/scrutiny-collector-metrics-${GOOS}-${GOARCH}" || true
-
-      - name: Release Asset - Collector - freebsd-amd64
-        id: upload-release-asset2
-        uses: actions/upload-release-asset@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.SCRUTINY_GITHUB_TOKEN }}
-        with:
-          upload_url: ${{ github.event.release.upload_url }} # This pulls from the CREATE RELEASE step above, referencing it's ID to get its outputs object, which include a `upload_url`. See this blog post for more info: https://jasonet.co/posts/new-features-of-github-actions/#passing-data-to-future-steps
-          asset_path: './dist/scrutiny-collector-metrics-freebsd-amd64'
-          asset_name: scrutiny-collector-metrics-freebsd-amd64
-          asset_content_type: application/octet-stream
-
-      - name: Release Asset - Web - freebsd-amd64
-        id: upload-release-asset1
-        uses: actions/upload-release-asset@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.SCRUTINY_GITHUB_TOKEN }}
-        with:
-          upload_url: ${{ github.event.release.upload_url }} # This pulls from the CREATE RELEASE step above, referencing it's ID to get its outputs object, which include a `upload_url`. See this blog post for more info: https://jasonet.co/posts/new-features-of-github-actions/#passing-data-to-future-steps
-          asset_path: './dist/scrutiny-web-freebsd-amd64'
-          asset_name: scrutiny-web-freebsd-amd64
-          asset_content_type: application/octet-stream
-
diff --git a/.github/workflows/release-frontend.yaml b/.github/workflows/release-frontend.yaml
index 1ef261b..4f9aecf 100644
--- a/.github/workflows/release-frontend.yaml
+++ b/.github/workflows/release-frontend.yaml
@@ -19,11 +19,7 @@ jobs:
         run: "cd webapp/frontend && ./git.version.sh"
       - name: Build Frontend
         run: |
-          cd webapp/frontend
-          npm install -g @angular/cli@9.1.4
-          npm install
-          mkdir -p dist
-          npm run build:prod -- --output-path=dist
+          make binary-frontend
           tar -czf scrutiny-web-frontend.tar.gz dist
       - name: Upload Frontend Asset
         id: upload-release-asset3
@@ -32,6 +28,6 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.SCRUTINY_GITHUB_TOKEN }}
         with:
           upload_url: ${{ github.event.release.upload_url }} # This pulls from the CREATE RELEASE step above, referencing it's ID to get its outputs object, which include a `upload_url`. See this blog post for more info: https://jasonet.co/posts/new-features-of-github-actions/#passing-data-to-future-steps
-          asset_path: './webapp/frontend/scrutiny-web-frontend.tar.gz'
+          asset_path: './scrutiny-web-frontend.tar.gz'
           asset_name: scrutiny-web-frontend.tar.gz
           asset_content_type: application/gzip
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 103ad32..2a44423 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -13,10 +13,10 @@ on:
         default: 'webapp/backend/pkg/version/version.go'
 
 jobs:
-  build:
-    name: Build
+  release:
+    name: Create Release Commit
     runs-on: ubuntu-latest
-    container: techknowlogick/xgo:go-1.17.x
+    container: ghcr.io/packagrio/packagr:latest-golang
     # Service containers to run with `build` (Required for end-to-end testing)
     services:
       influxdb:
@@ -31,8 +31,7 @@ jobs:
         ports:
           - 8086:8086
     env:
-      PROJECT_PATH: /go/src/github.com/analogj/scrutiny
-      CGO_ENABLED: 1
+      STATIC: true
     steps:
       - name: Git
         run: |
@@ -53,34 +52,80 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.SCRUTINY_GITHUB_TOKEN }} # Leave this line unchanged
       - name: Test
         run: |
-          mkdir -p $(dirname "$PROJECT_PATH")
-          cp -a $GITHUB_WORKSPACE $PROJECT_PATH
-          cd $PROJECT_PATH
-
-          go mod vendor
-          go test -v -tags "static" $(go list ./... | grep -v /vendor/)
-
-      - name: Build Binaries
-        run: |
-
-          cd $PROJECT_PATH
-          make all
-
-          # restore modified dir to GH workspace.
-          cp -arf $PROJECT_PATH/. $GITHUB_WORKSPACE/
-
-          # copy all the build artifacts to the GH workspace
-          cp -arf /build/. $GITHUB_WORKSPACE/
-
-      - name: Commit Changes
+          make binary-clean binary-test-coverage
+      - name: Commit Changes Locally
         id: commit
         uses: packagrio/action-releasr-go@master
         env:
-          # This is necessary in order to push a commit to the repo
           GITHUB_TOKEN: ${{ secrets.SCRUTINY_GITHUB_TOKEN }} # Leave this line unchanged
         with:
           version_metadata_path: ${{ github.event.inputs.version_metadata_path }}
-      - name: Publish Release
+      - name: Upload workspace
+        uses: actions/upload-artifact@v3
+        with:
+          name: workspace
+          path: ${{ github.workspace }}/**/*
+          retention-days: 1
+
+  build:
+    name: Build ${{ matrix.cfg.goos }}/${{ matrix.cfg.goarch }}${{ matrix.cfg.goarm }}
+    needs: release
+    runs-on: ${{ matrix.cfg.on }}
+    env:
+      GOOS: ${{ matrix.cfg.goos }}
+      GOARCH: ${{ matrix.cfg.goarch }}
+      GOARM: ${{ matrix.cfg.goarm }}
+      STATIC: true
+    strategy:
+      matrix:
+        cfg:
+          - { on: ubuntu-latest,  goos: linux,      goarch: amd64 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm,    goarm: 5 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm,    goarm: 6 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm,    goarm: 7 }
+          - { on: ubuntu-latest,  goos: linux,      goarch: arm64 }
+          - { on: macos-latest,   goos: darwin,     goarch: amd64 }
+          - { on: macos-latest,   goos: darwin,     goarch: arm64 }
+          - { on: macos-latest,   goos: freebsd,    goarch: amd64 }
+          - { on: windows-latest, goos: windows,    goarch: amd64 }
+          - { on: windows-latest, goos: windows,    goarch: arm64 }
+    steps:
+      - name: Download workspace
+        uses: actions/download-artifact@v3
+        with:
+          name: workspace
+      - uses: actions/setup-go@v3
+        with:
+          go-version: '1.18.3' # The Go version to download (if necessary) and use.
+      - name: Build Binaries
+        run: |
+          make binary-clean binary-all
+      - name: Archive
+        uses: actions/upload-artifact@v2
+        with:
+          name: binaries.zip
+          path: |
+            scrutiny-web-*
+            scrutiny-collector-metrics-*
+
+  release-publish:
+    name: Publish Release
+    needs: build
+    runs-on: ubuntu-latest
+    steps:
+      - name: Download workspace
+        uses: actions/download-artifact@v3
+        with:
+          name: workspace
+      - name: Download binaries
+        uses: actions/download-artifact@v3
+        with:
+          name: binaries.zip
+      - name: List
+        shell: bash
+        run: |
+          ls -alt
+      - name: Publish Release & Assets
         id: publish
         uses: packagrio/action-publishr-go@master
         env:
@@ -89,15 +134,23 @@ jobs:
         with:
           version_metadata_path: ${{ github.event.inputs.version_metadata_path }}
           upload_assets:
-            scrutiny-web-linux-amd64
+            scrutiny-collector-metrics-darwin-amd64
+            scrutiny-collector-metrics-darwin-arm64
+            scrutiny-collector-metrics-freebsd-amd64
             scrutiny-collector-metrics-linux-amd64
-            scrutiny-web-linux-arm64
+            scrutiny-collector-metrics-linux-arm-5
+            scrutiny-collector-metrics-linux-arm-6
+            scrutiny-collector-metrics-linux-arm-7
             scrutiny-collector-metrics-linux-arm64
+            scrutiny-collector-metrics-windows-amd64.exe
+            scrutiny-collector-metrics-windows-arm64.exe
+            scrutiny-web-darwin-amd64
+            scrutiny-web-darwin-arm64
+            scrutiny-web-freebsd-amd64
+            scrutiny-web-linux-amd64
             scrutiny-web-linux-arm-5
-            scrutiny-collector-metrics-linux-arm-5
             scrutiny-web-linux-arm-6
-            scrutiny-collector-metrics-linux-arm-6
             scrutiny-web-linux-arm-7
-            scrutiny-collector-metrics-linux-arm-7
-            scrutiny-web-windows-4.0-amd64.exe
-            scrutiny-collector-metrics-windows-4.0-amd64.exe
+            scrutiny-web-linux-arm64
+            scrutiny-web-windows-amd64.exe
+            scrutiny-web-windows-arm64.exe
diff --git a/.github/workflows/remove-old-artifacts.yaml b/.github/workflows/remove-old-artifacts.yaml
deleted file mode 100644
index f3cfe09..0000000
--- a/.github/workflows/remove-old-artifacts.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-name: Cleanup Artifacts
-
-on:
-  schedule:
-    # Every day at 1am
-    - cron: '0 1 * * *'
-
-jobs:
-  remove-old-artifacts:
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-
-    steps:
-      - name: Remove old artifacts
-        uses: c-hive/gha-remove-artifacts@v1
-        with:
-          age: '1 day'
-          skip-tags: true
-          skip-recent: 5
diff --git a/Makefile b/Makefile
index b5c4fc1..afb2d84 100644
--- a/Makefile
+++ b/Makefile
@@ -1,66 +1,122 @@
-export CGO_ENABLED = 1
+.ONESHELL: # Applies to every targets in the file! .ONESHELL instructs make to invoke a single instance of the shell and provide it with the entire recipe, regardless of how many lines it contains.
+
+########################################################################################################################
+# Global Env Settings
+########################################################################################################################
 
 GO_WORKSPACE ?= /go/src/github.com/analogj/scrutiny
 
-BINARY=\
-  linux/amd64   \
-  linux/arm-5   \
-  linux/arm-6   \
-  linux/arm-7   \
-  linux/arm64   \
+COLLECTOR_BINARY_NAME = scrutiny-collector-metrics
+WEB_BINARY_NAME = scrutiny-web
+LD_FLAGS =
 
-.ONESHELL: # Applies to every targets in the file! .ONESHELL instructs make to invoke a single instance of the shell and provide it with the entire recipe, regardless of how many lines it contains.
-.PHONY: all $(BINARY)
-all: $(BINARY) windows/amd64
+STATIC_TAGS =
+# enable multiarch docker image builds
+DOCKER_TARGETARCH_BUILD_ARG =
+ifdef TARGETARCH
+DOCKER_TARGETARCH_BUILD_ARG := $(DOCKER_TARGETARCH_BUILD_ARG) --build-arg TARGETARCH=$(TARGETARCH)
+endif
 
-$(BINARY): OS = $(word 1,$(subst /, ,$*))
-$(BINARY): ARCH = $(word 2,$(subst /, ,$*))
-$(BINARY): build/scrutiny-web-%:
-	@echo "building web binary (OS = $(OS), ARCH = $(ARCH))"
-	xgo -v --targets="$(OS)/$(ARCH)" -ldflags "-extldflags=-static -X main.goos=$(OS) -X main.goarch=$(ARCH)" -out scrutiny-web -tags "static netgo sqlite_omit_load_extension" ${GO_WORKSPACE}/webapp/backend/cmd/scrutiny/
+# enable to build static binaries.
+ifdef STATIC
+export CGO_ENABLED = 0
+LD_FLAGS := $(LD_FLAGS) -extldflags=-static
+STATIC_TAGS := $(STATIC_TAGS) -tags "static netgo"
+endif
+ifdef GOOS
+COLLECTOR_BINARY_NAME := $(COLLECTOR_BINARY_NAME)-$(GOOS)
+WEB_BINARY_NAME := $(WEB_BINARY_NAME)-$(GOOS)
+LD_FLAGS := $(LD_FLAGS) -X main.goos=$(GOOS)
+endif
+ifdef GOARCH
+COLLECTOR_BINARY_NAME := $(COLLECTOR_BINARY_NAME)-$(GOARCH)
+WEB_BINARY_NAME := $(WEB_BINARY_NAME)-$(GOARCH)
+LD_FLAGS := $(LD_FLAGS) -X main.goarch=$(GOARCH)
+endif
+ifdef GOARM
+COLLECTOR_BINARY_NAME := $(COLLECTOR_BINARY_NAME)-$(GOARM)
+WEB_BINARY_NAME := $(WEB_BINARY_NAME)-$(GOARM)
+endif
+ifeq ($(OS),Windows_NT)
+COLLECTOR_BINARY_NAME := $(COLLECTOR_BINARY_NAME).exe
+WEB_BINARY_NAME := $(WEB_BINARY_NAME).exe
+endif
 
-	chmod +x "/build/scrutiny-web-$(OS)-$(ARCH)"
-	file "/build/scrutiny-web-$(OS)-$(ARCH)" || true
-	ldd "/build/scrutiny-web-$(OS)-$(ARCH)" || true
+########################################################################################################################
+# Binary
+########################################################################################################################
+.PHONY: all
+all: binary-all
 
-	@echo "building collector binary (OS = $(OS), ARCH = $(ARCH))"
-	xgo -v --targets="$(OS)/$(ARCH)" -ldflags "-extldflags=-static -X main.goos=$(OS) -X main.goarch=$(ARCH)" -out scrutiny-collector-metrics -tags "static netgo" ${GO_WORKSPACE}/collector/cmd/collector-metrics/
+.PHONY: binary-all
+binary-all: binary-collector binary-web
+	@echo "built binary-collector and binary-web targets"
 
-	chmod +x "/build/scrutiny-collector-metrics-$(OS)-$(ARCH)"
-	file "/build/scrutiny-collector-metrics-$(OS)-$(ARCH)" || true
-	ldd "/build/scrutiny-collector-metrics-$(OS)-$(ARCH)" || true
 
-windows/amd64: export OS = windows
-windows/amd64: export ARCH = amd64
-windows/amd64:
-	@echo "building web binary (OS = $(OS), ARCH = $(ARCH))"
-	xgo -v --targets="$(OS)/$(ARCH)" -ldflags "-extldflags=-static -X main.goos=$(OS) -X main.goarch=$(ARCH)" -out scrutiny-web -tags "static netgo sqlite_omit_load_extension" ${GO_WORKSPACE}/webapp/backend/cmd/scrutiny/
+.PHONY: binary-clean
+binary-clean:
+	go clean
 
-	@echo "building collector binary (OS = $(OS), ARCH = $(ARCH))"
-	xgo -v --targets="$(OS)/$(ARCH)" -ldflags "-extldflags=-static -X main.goos=$(OS) -X main.goarch=$(ARCH)" -out scrutiny-collector-metrics -tags "static netgo" ${GO_WORKSPACE}/collector/cmd/collector-metrics/
+.PHONY: binary-dep
+binary-dep:
+	go mod vendor
 
+.PHONY: binary-test
+binary-test: binary-dep
+	go test -v $(STATIC_TAGS) ./...
 
-docker-collector:
-	@echo "building collector docker image"
-	docker build --build-arg TARGETARCH=amd64 -f docker/Dockerfile.collector -t analogj/scrutiny-dev:collector .
+.PHONY: binary-test-coverage
+binary-test-coverage: binary-dep
+	go test -coverprofile=coverage.txt -covermode=atomic -v $(STATIC_TAGS) ./...
 
-docker-web:
-	@echo "building web docker image"
-	docker build --build-arg TARGETARCH=amd64 -f docker/Dockerfile.web -t analogj/scrutiny-dev:web .
+.PHONY: binary-collector
+binary-collector: binary-dep
+	go build -ldflags "$(LD_FLAGS)" -o $(COLLECTOR_BINARY_NAME) $(STATIC_TAGS) ./collector/cmd/collector-metrics/
+ifneq ($(OS),Windows_NT)
+	chmod +x $(COLLECTOR_BINARY_NAME)
+	file $(COLLECTOR_BINARY_NAME) || true
+	ldd $(COLLECTOR_BINARY_NAME) || true
+	./$(COLLECTOR_BINARY_NAME) || true
+endif
 
-docker-omnibus:
-	@echo "building omnibus docker image"
-	docker build --build-arg TARGETARCH=amd64 -f docker/Dockerfile -t analogj/scrutiny-dev:omnibus .
+.PHONY: binary-web
+binary-web: binary-dep
+	go build -ldflags "$(LD_FLAGS)" -o $(WEB_BINARY_NAME) $(STATIC_TAGS) ./webapp/backend/cmd/scrutiny/
+ifneq ($(OS),Windows_NT)
+	chmod +x $(WEB_BINARY_NAME)
+	file $(WEB_BINARY_NAME) || true
+	ldd $(WEB_BINARY_NAME) || true
+	./$(WEB_BINARY_NAME) || true
+endif
 
+.PHONY: binary-frontend
 # reduce logging, disable angular-cli analytics for ci environment
-frontend: export NPM_CONFIG_LOGLEVEL = warn
-frontend: export NG_CLI_ANALYTICS = false
-frontend:
+binary-frontend: export NPM_CONFIG_LOGLEVEL = warn
+binary-frontend: export NG_CLI_ANALYTICS = false
+binary-frontend:
 	cd webapp/frontend
 	npm install -g @angular/cli@9.1.4
 	mkdir -p $(CURDIR)/dist
 	npm ci
 	npm run build:prod -- --output-path=$(CURDIR)/dist
 
-# clean:
-# 	rm scrutiny-collector-metrics-* scrutiny-web-*
+
+########################################################################################################################
+# Docker
+# NOTE: these docker make targets are only used for local development (not used by Github Actions/CI)
+# NOTE: docker-web and docker-omnibus require `make binary-frontend` or frontend.tar.gz content in /dist before executing.
+########################################################################################################################
+.PHONY: docker-collector
+docker-collector:
+	@echo "building collector docker image"
+	docker build $(DOCKER_TARGETARCH_BUILD_ARG) -f docker/Dockerfile.collector -t analogj/scrutiny-dev:collector .
+
+.PHONY: docker-web
+docker-web:
+	@echo "building web docker image"
+	docker build $(DOCKER_TARGETARCH_BUILD_ARG) -f docker/Dockerfile.web -t analogj/scrutiny-dev:web .
+
+.PHONY: docker-omnibus
+docker-omnibus:
+	@echo "building omnibus docker image"
+	docker build $(DOCKER_TARGETARCH_BUILD_ARG) -f docker/Dockerfile -t analogj/scrutiny-dev:omnibus .
diff --git a/README.md b/README.md
index 3eb5620..1360f49 100644
--- a/README.md
+++ b/README.md
@@ -232,18 +232,18 @@ scrutiny-collector-metrics run --debug --log-file /tmp/collector.log
 
 # Supported Architectures
 
-
 | Architecture Name | Binaries | Docker |
 | --- | --- | --- |
-| amd64 | :white_check_mark: | :white_check_mark: |
-| arm-5 | :white_check_mark: |  |
-| arm-6 | :white_check_mark: |  |
-| arm-7 | :white_check_mark: | web/collector only. see [#236](https://github.com/AnalogJ/scrutiny/issues/236)  |
-| arm64 | :white_check_mark: | :white_check_mark: |
-| freebsd | collector only. see [#238](https://github.com/AnalogJ/scrutiny/issues/238) |  | 
+| linux-amd64 | :white_check_mark: | :white_check_mark: |
+| linux-arm-5 | :white_check_mark: |  |
+| linux-arm-6 | :white_check_mark: |  |
+| linux-arm-7 | :white_check_mark: | web/collector only. see [#236](https://github.com/AnalogJ/scrutiny/issues/236)  |
+| linux-arm64 | :white_check_mark: | :white_check_mark: |
+| freebsd-amd64 | collector only. see [#238](https://github.com/AnalogJ/scrutiny/issues/238) |  | 
 | macos-amd64 |  | :white_check_mark: |
 | macos-arm64 |  | :white_check_mark: |
-| windows-amd64 | :white_check_mark: |  |
+| windows-amd64 | :white_check_mark: | WIP, see [#15](https://github.com/AnalogJ/scrutiny/issues/15) |
+| windows-arm64 | :white_check_mark: |  |
 
 
 # Contributing
diff --git a/docker/Dockerfile b/docker/Dockerfile
index c097618..c6074da 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,14 +1,16 @@
+########################################################################################################################
+# Omnibus Image
+# NOTE: this image requires the `make binary-frontend` target to have been run before `docker build` The `dist` directory must exist.
+########################################################################################################################
+
+
 ########
 FROM golang:1.17-bullseye as backendbuild
 
 WORKDIR /go/src/github.com/analogj/scrutiny
-
 COPY . /go/src/github.com/analogj/scrutiny
+RUN make binary-clean binary-all WEB_BINARY_NAME=scrutiny
 
-RUN go mod vendor && \
-    go build -o scrutiny webapp/backend/cmd/scrutiny/scrutiny.go && \
-    go build -o scrutiny-collector-selftest collector/cmd/collector-selftest/collector-selftest.go && \
-    go build -o scrutiny-collector-metrics collector/cmd/collector-metrics/collector-metrics.go
 
 ########
 FROM debian:bullseye-slim as runtime
@@ -34,11 +36,9 @@ COPY /rootfs /
 
 COPY /rootfs/etc/cron.d/scrutiny /etc/cron.d/scrutiny
 COPY --from=backendbuild /go/src/github.com/analogj/scrutiny/scrutiny /opt/scrutiny/bin/
-COPY --from=backendbuild /go/src/github.com/analogj/scrutiny/scrutiny-collector-selftest /opt/scrutiny/bin/
 COPY --from=backendbuild /go/src/github.com/analogj/scrutiny/scrutiny-collector-metrics /opt/scrutiny/bin/
 COPY dist /opt/scrutiny/web
 RUN chmod +x /opt/scrutiny/bin/scrutiny && \
-    chmod +x /opt/scrutiny/bin/scrutiny-collector-selftest && \
     chmod +x /opt/scrutiny/bin/scrutiny-collector-metrics && \
     chmod 0644 /etc/cron.d/scrutiny && \
     rm -f /etc/cron.daily/* && \
diff --git a/docker/Dockerfile.collector b/docker/Dockerfile.collector
index 18d5d6f..9c614f8 100644
--- a/docker/Dockerfile.collector
+++ b/docker/Dockerfile.collector
@@ -1,3 +1,8 @@
+########################################################################################################################
+# Collector Image
+########################################################################################################################
+
+
 ########
 FROM golang:1.17-bullseye as backendbuild
 
@@ -5,9 +10,7 @@ WORKDIR /go/src/github.com/analogj/scrutiny
 
 COPY . /go/src/github.com/analogj/scrutiny
 
-RUN go mod vendor && \
-    go build -ldflags '-w -extldflags "-static"' -o scrutiny-collector-selftest collector/cmd/collector-selftest/collector-selftest.go && \
-    go build -ldflags '-w -extldflags "-static"' -o scrutiny-collector-metrics collector/cmd/collector-metrics/collector-metrics.go
+RUN make binary-clean binary-collector
 
 ########
 FROM debian:bullseye-slim as runtime
@@ -18,10 +21,8 @@ RUN apt-get update && apt-get install -y cron smartmontools ca-certificates tzda
 
 COPY /docker/entrypoint-collector.sh /entrypoint-collector.sh
 COPY /rootfs/etc/cron.d/scrutiny /etc/cron.d/scrutiny
-COPY --from=backendbuild /go/src/github.com/analogj/scrutiny/scrutiny-collector-selftest /opt/scrutiny/bin/
 COPY --from=backendbuild /go/src/github.com/analogj/scrutiny/scrutiny-collector-metrics /opt/scrutiny/bin/
-RUN chmod +x /opt/scrutiny/bin/scrutiny-collector-selftest && \
-    chmod +x /opt/scrutiny/bin/scrutiny-collector-metrics && \
+RUN chmod +x /opt/scrutiny/bin/scrutiny-collector-metrics && \
     chmod +x /entrypoint-collector.sh && \
     chmod 0644 /etc/cron.d/scrutiny && \
     rm -f /etc/cron.daily/apt /etc/cron.daily/dpkg /etc/cron.daily/passwd
diff --git a/docker/Dockerfile.web b/docker/Dockerfile.web
index 73650a9..ff03115 100644
--- a/docker/Dockerfile.web
+++ b/docker/Dockerfile.web
@@ -1,3 +1,9 @@
+########################################################################################################################
+# Web Image
+# NOTE: this image requires the `make binary-frontend` target to have been run before `docker build` The `dist` directory must exist.
+########################################################################################################################
+
+
 ########
 FROM golang:1.17-bullseye as backendbuild
 
@@ -5,8 +11,8 @@ WORKDIR /go/src/github.com/analogj/scrutiny
 
 COPY . /go/src/github.com/analogj/scrutiny
 
-RUN go mod vendor && \
-    go build -o scrutiny webapp/backend/cmd/scrutiny/scrutiny.go
+RUN make binary-clean binary-all WEB_BINARY_NAME=scrutiny
+
 
 ########
 FROM debian:bullseye-slim as runtime
diff --git a/docker/Dockerfile.xgo b/docker/Dockerfile.xgo
deleted file mode 100644
index dd4d856..0000000
--- a/docker/Dockerfile.xgo
+++ /dev/null
@@ -1,7 +0,0 @@
-FROM techknowlogick/xgo:go-1.17.x
-
-WORKDIR /go/src/github.com/analogj/scrutiny
-
-COPY . /go/src/github.com/analogj/scrutiny
-
-RUN make all
diff --git a/docker/Vagrantfile b/docker/Vagrantfile
deleted file mode 100644
index 52310af..0000000
--- a/docker/Vagrantfile
+++ /dev/null
@@ -1,18 +0,0 @@
-# This vagrant file is only used for local development & testing.
-
-Vagrant.configure("2") do |config|
-  config.vm.guest = :freebsd
-  config.vm.synced_folder ".", "/vagrant", id: "vagrant-root", disabled: true
-  config.vm.box = "freebsd/FreeBSD-11.0-CURRENT"
-  config.ssh.shell = "sh"
-  config.vm.base_mac = "080027D14C66"
-
-  config.vm.provider :virtualbox do |vb|
-    vb.customize ["modifyvm", :id, "--memory", "1024"]
-    vb.customize ["modifyvm", :id, "--cpus", "1"]
-    vb.customize ["modifyvm", :id, "--hwvirtex", "on"]
-    vb.customize ["modifyvm", :id, "--audio", "none"]
-    vb.customize ["modifyvm", :id, "--nictype1", "virtio"]
-    vb.customize ["modifyvm", :id, "--nictype2", "virtio"]
-  end
-end
diff --git a/docs/TESTERS.md b/docs/TESTERS.md
new file mode 100644
index 0000000..088beba
--- /dev/null
+++ b/docs/TESTERS.md
@@ -0,0 +1,20 @@
+# Testers
+
+Scrutiny supports many operating systems, CPU architectures and runtime environments. Unfortunately that makes it incredibly
+difficult to test. 
+Thankfully the following users have been gracious enough to test/validate Scrutiny works on their system.
+
+> NOTE: If you're interested in volunteering to test Scrutiny beta builds on your system, please [open an issue](https://github.com/AnalogJ/scrutiny/issues). 
+
+| Architecture Name | Binaries | Docker |
+| --- | --- | --- |
+| linux-amd64 | -- | @feroxy @rshxyz |
+| linux-arm-5 | -- |  |
+| linux-arm-6 | -- |  |
+| linux-arm-7 | @Zorlin | @martini1992  |
+| linux-arm64 | @SiM22 @Zorlin | @ViRb3 @agneevX @benamajin |
+| freebsd-amd64 | @BadCo-NZ @varunsridharan @martadinata666 @KenwoodFox @FingerlessGlov3s |  |
+| macos-amd64 | -- | -- |
+| macos-arm64 | -- | -- |
+| windows-amd64 | @gabrielv33 | -- |
+| windows-arm64 | -- | -- |
\ No newline at end of file
diff --git a/example.collector.yaml b/example.collector.yaml
index 26260bc..393672b 100644
--- a/example.collector.yaml
+++ b/example.collector.yaml
@@ -87,9 +87,6 @@ devices:
 ########################################################################################################################
 
 #collect:
-#  metric:
-#    enable: true
-#    command: '-a -o on -S on'
 #  long:
 #    enable: false
 #    command: ''
diff --git a/go.mod b/go.mod
index 618b5c0..91e6062 100644
--- a/go.mod
+++ b/go.mod
@@ -7,19 +7,18 @@ require (
 	github.com/containrrr/shoutrrr v0.4.4
 	github.com/fatih/color v1.10.0
 	github.com/gin-gonic/gin v1.6.3
+	github.com/glebarez/sqlite v1.4.5
 	github.com/go-gormigrate/gormigrate/v2 v2.0.0
 	github.com/golang/mock v1.4.3
 	github.com/influxdata/influxdb-client-go/v2 v2.9.0
 	github.com/jaypipes/ghw v0.6.1
-	github.com/jinzhu/gorm v1.9.16
 	github.com/mitchellh/mapstructure v1.2.2
 	github.com/sirupsen/logrus v1.4.2
 	github.com/spf13/viper v1.7.0
-	github.com/stretchr/testify v1.5.1
+	github.com/stretchr/testify v1.7.1
 	github.com/urfave/cli/v2 v2.2.0
 	golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9
-	gorm.io/driver/sqlite v1.1.3
-	gorm.io/gorm v1.20.2
+	gorm.io/gorm v1.23.5
 )
 
 require (
@@ -31,34 +30,35 @@ require (
 	github.com/fsnotify/fsnotify v1.4.9 // indirect
 	github.com/ghodss/yaml v1.0.0 // indirect
 	github.com/gin-contrib/sse v0.1.0 // indirect
+	github.com/glebarez/go-sqlite v1.17.2 // indirect
 	github.com/go-ole/go-ole v1.2.4 // indirect
 	github.com/go-playground/locales v0.13.0 // indirect
 	github.com/go-playground/universal-translator v0.17.0 // indirect
 	github.com/go-playground/validator/v10 v10.2.0 // indirect
 	github.com/golang/protobuf v1.4.2 // indirect
-	github.com/google/uuid v1.2.0 // indirect
+	github.com/google/uuid v1.3.0 // indirect
 	github.com/hashicorp/hcl v1.0.0 // indirect
 	github.com/influxdata/line-protocol v0.0.0-20200327222509-2487e7298839 // indirect
 	github.com/jaypipes/pcidb v0.5.0 // indirect
 	github.com/jinzhu/inflection v1.0.0 // indirect
-	github.com/jinzhu/now v1.1.1 // indirect
+	github.com/jinzhu/now v1.1.4 // indirect
 	github.com/json-iterator/go v1.1.9 // indirect
-	github.com/klauspost/compress v1.12.1 // indirect
+	github.com/klauspost/compress v1.11.7 // indirect
 	github.com/konsorten/go-windows-terminal-sequences v1.0.2 // indirect
-	github.com/kvz/logstreamer v0.0.0-20150507115422-a635b98146f0 // indirect
+	github.com/kvz/logstreamer v0.0.0-20201023134116-02d20f4338f5 // indirect
 	github.com/leodido/go-urn v1.2.0 // indirect
 	github.com/magiconair/properties v1.8.1 // indirect
 	github.com/mattn/go-colorable v0.1.8 // indirect
-	github.com/mattn/go-isatty v0.0.12 // indirect
-	github.com/mattn/go-sqlite3 v1.14.4 // indirect
+	github.com/mattn/go-isatty v0.0.14 // indirect
 	github.com/mitchellh/go-homedir v1.1.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.1 // indirect
-	github.com/nxadm/tail v1.4.8 // indirect
-	github.com/onsi/ginkgo v1.16.1 // indirect
+	github.com/nxadm/tail v1.4.6 // indirect
+	github.com/onsi/ginkgo v1.14.2 // indirect
 	github.com/pelletier/go-toml v1.7.0 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
+	github.com/remyoudompheng/bigfft v0.0.0-20200410134404-eec4a21b6bb0 // indirect
 	github.com/russross/blackfriday/v2 v2.0.1 // indirect
 	github.com/shurcooL/sanitized_anchor_name v1.0.0 // indirect
 	github.com/spf13/afero v1.2.2 // indirect
@@ -69,7 +69,7 @@ require (
 	github.com/ugorji/go/codec v1.1.7 // indirect
 	golang.org/x/crypto v0.0.0-20201221181555-eec23a3978ad // indirect
 	golang.org/x/net v0.0.0-20210119194325-5f4716e94777 // indirect
-	golang.org/x/sys v0.0.0-20210423185535-09eb48e85fd7 // indirect
+	golang.org/x/sys v0.0.0-20220405052023-b1e9470b6e64 // indirect
 	golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1 // indirect
 	golang.org/x/text v0.3.5 // indirect
 	golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 // indirect
@@ -77,7 +77,12 @@ require (
 	gopkg.in/ini.v1 v1.55.0 // indirect
 	gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 // indirect
 	gopkg.in/yaml.v2 v2.3.0 // indirect
+	gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c // indirect
 	gosrc.io/xmpp v0.5.1 // indirect
 	howett.net/plist v0.0.0-20181124034731-591f970eefbb // indirect
-	nhooyr.io/websocket v1.8.7 // indirect
+	modernc.org/libc v1.16.8 // indirect
+	modernc.org/mathutil v1.4.1 // indirect
+	modernc.org/memory v1.1.1 // indirect
+	modernc.org/sqlite v1.17.2 // indirect
+	nhooyr.io/websocket v1.8.6 // indirect
 )
diff --git a/go.sum b/go.sum
index a870607..c8c79fc 100644
--- a/go.sum
+++ b/go.sum
@@ -63,13 +63,12 @@ github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/deepmap/oapi-codegen v1.8.2 h1:SegyeYGcdi0jLLrpbCMoJxnUUn8GBXHsvr4rbzjuhfU=
 github.com/deepmap/oapi-codegen v1.8.2/go.mod h1:YLgSKSDv/bZQB7N4ws6luhozi3cEdRktEqrX88CvjIw=
-github.com/denisenkom/go-mssqldb v0.0.0-20191124224453-732737034ffd/go.mod h1:xbL0rPBG9cCiLr28tMa8zpbdarY27NDyej4t/EjAShU=
 github.com/denisenkom/go-mssqldb v0.0.0-20200428022330-06a60b6afbbc h1:VRRKCwnzqk8QCaRC4os14xoKDdbHqqlJtJA0oc1ZAjg=
 github.com/denisenkom/go-mssqldb v0.0.0-20200428022330-06a60b6afbbc/go.mod h1:xbL0rPBG9cCiLr28tMa8zpbdarY27NDyej4t/EjAShU=
 github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
 github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
+github.com/dustin/go-humanize v1.0.0/go.mod h1:HtrtbFcZ19U5GC7JDqmcUSB87Iq5E25KnS6fMYU6eOk=
 github.com/edsrzf/mmap-go v1.0.0/go.mod h1:YO35OhQPt3KJa3ryjFM5Bs14WD66h8eGKpfaBNrHW5M=
-github.com/erikstmartin/go-testdb v0.0.0-20160219214506-8d10e4a1bae5/go.mod h1:a2zkGnVExMxdzMo3M0Hi/3sEU+cWnZpSni0O6/Yb/P0=
 github.com/fatih/color v1.6.0/go.mod h1:Zm6kSWBoL9eyXnKyktHP6abPY2pDugNf5KwzbycvMj4=
 github.com/fatih/color v1.7.0/go.mod h1:Zm6kSWBoL9eyXnKyktHP6abPY2pDugNf5KwzbycvMj4=
 github.com/fatih/color v1.10.0 h1:s36xzo75JdqLaaWoiEHk767eHiwo0598uUxyfiPkDsg=
@@ -84,6 +83,10 @@ github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE
 github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
 github.com/gin-gonic/gin v1.6.3 h1:ahKqKTFpO5KTPHxWZjEdPScmYaGtLo8Y4DMHoEsnp14=
 github.com/gin-gonic/gin v1.6.3/go.mod h1:75u5sXoLsGZoRN5Sgbi1eraJ4GU3++wFwWzhwvtwp4M=
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@@ -108,7 +111,6 @@ github.com/go-playground/validator/v10 v10.2.0/go.mod h1:uOYAAleCW8F/7oMFd6aG0GO
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@@ -139,15 +141,15 @@ github.com/golang/protobuf v1.4.0-rc.4.0.20200313231945-b860323f09d0/go.mod h1:W
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@@ -156,8 +158,8 @@ github.com/google/pprof v0.0.0-20190908185732-236ed259b199/go.mod h1:zfwlbNMJ+OI
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@@ -254,13 +256,11 @@ github.com/jaypipes/ghw v0.6.1/go.mod h1:QOXppNRCLGYR1H+hu09FxZPqjNt09bqUZUnOL3R
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@@ -271,12 +271,12 @@ github.com/jstemmer/go-junit-report v0.0.0-20190106144839-af01ea7f8024/go.mod h1
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@@ -288,15 +288,14 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
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@@ -320,12 +319,12 @@ github.com/mattn/go-isatty v0.0.5/go.mod h1:Iq45c/XA43vh69/j3iqttzPXn0bhXyGjM0Hd
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@@ -347,16 +346,14 @@ github.com/modern-go/reflect2 v1.0.1 h1:9f412s+6RmYXLWZSEzVVgPGK7C2PphHj5RJrvfx9
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@@ -381,6 +378,8 @@ github.com/prometheus/common v0.4.0/go.mod h1:TNfzLD0ON7rHzMJeJkieUDPYmFC7Snx/y8
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+github.com/remyoudompheng/bigfft v0.0.0-20200410134404-eec4a21b6bb0 h1:OdAsTTz6OkFY5QxjkYwrChwuRruF69c169dPK26NUlk=
+github.com/remyoudompheng/bigfft v0.0.0-20200410134404-eec4a21b6bb0/go.mod h1:qqbHyh8v60DhA7CoWK5oRCqLrMHRGoxYCSS9EjAz6Eo=
 github.com/rogpeppe/fastuuid v0.0.0-20150106093220-6724a57986af/go.mod h1:XWv6SoW27p1b0cqNHllgS5HIMJraePCO15w5zCzIWYg=
 github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4=
 github.com/rs/xid v1.2.1/go.mod h1:+uKXf+4Djp6Md1KODXJxgGQPKngRmWyn10oCKFzNHOQ=
@@ -432,8 +431,9 @@ github.com/stretchr/objx v0.2.0/go.mod h1:qt09Ya8vawLte6SNmTgCsAVtYtaKzEcn8ATUoH
 github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
-github.com/stretchr/testify v1.5.1 h1:nOGnQDM7FYENwehXlg/kFVnos3rEvtKTjRvOWSzb6H4=
 github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA=
+github.com/stretchr/testify v1.7.1 h1:5TQK59W5E3v0r2duFAb7P95B6hEeOyEnHRa8MjYSMTY=
+github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/subosito/gotenv v1.2.0 h1:Slr1R9HxAlEKefgq5jn9U+DnETlIUa6HfgEzj0g5d7s=
 github.com/subosito/gotenv v1.2.0/go.mod h1:N0PQaV/YGNqwC0u51sEeR/aUtSLEXKX9iv69rRypqCw=
 github.com/tmc/grpc-websocket-proxy v0.0.0-20190109142713-0ad062ec5ee5/go.mod h1:ncp9v5uamzpCO7NfCPTXjqaC+bZgJeR0sMTm6dMHP7U=
@@ -475,7 +475,6 @@ golang.org/x/crypto v0.0.0-20190605123033-f99c8df09eb5/go.mod h1:yigFU9vqHzYiE8U
 golang.org/x/crypto v0.0.0-20190820162420-60c769a6c586/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
 golang.org/x/crypto v0.0.0-20190911031432-227b76d455e7/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
 golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
-golang.org/x/crypto v0.0.0-20191205180655-e7c4368fe9dd/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20200323165209-0ec3e9974c59/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20200820211705-5c72a883971a/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
@@ -572,11 +571,12 @@ golang.org/x/sys v0.0.0-20200519105757-fe76b779f299/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20200826173525-f9321e4c35a6/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210113181707-4bcb84eeeb78/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20210423185535-09eb48e85fd7 h1:iGu644GcxtEcrInvDsQRCwJjtCIOlT2V7IRt6ah2Whw=
-golang.org/x/sys v0.0.0-20210423185535-09eb48e85fd7/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20211007075335-d3039528d8ac/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220405052023-b1e9470b6e64 h1:D1v9ucDTYBtbz5vNuBbAhIMAGhQhJ6Ym5ah3maMVNX4=
+golang.org/x/sys v0.0.0-20220405052023-b1e9470b6e64/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/term v0.0.0-20201117132131-f5c789dd3221/go.mod h1:Nr5EML6q2oocZ2LXRh80K7BxOlk5/8JxuGnuhpl+muw=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1 h1:v+OssWQX+hTHEmOBgwxdZxK4zHq3yOs8F9J7mk0PY8E=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
@@ -616,7 +616,7 @@ golang.org/x/tools v0.0.0-20191029190741-b9c20aec41a5/go.mod h1:b+2E5dAYhXwXZwtn
 golang.org/x/tools v0.0.0-20191112195655-aa38f8e97acc/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.0.0-20191125144606-a911d9008d1f/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
-golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
+golang.org/x/tools v0.0.0-20201124115921-2c860bdd6e78/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
 golang.org/x/xerrors v0.0.0-20190410155217-1f06c39b4373/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20190513163551-3ee3066db522/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
@@ -675,20 +675,20 @@ gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.3.0 h1:clyUAQHOM3G0M3f5vQj7LuJrETvjVot3Z5el9nffUtU=
 gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie2QXMNeKRTHCNY2nXvo=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gorm.io/driver/mysql v1.0.1 h1:omJoilUzyrAp0xNoio88lGJCroGdIOen9hq2A/+3ifw=
 gorm.io/driver/mysql v1.0.1/go.mod h1:KtqSthtg55lFp3S5kUXqlGaelnWpKitn4k1xZTnoiPw=
 gorm.io/driver/postgres v1.0.0 h1:Yh4jyFQ0a7F+JPU0Gtiam/eKmpT/XFc1FKxotGqc6FM=
 gorm.io/driver/postgres v1.0.0/go.mod h1:wtMFcOzmuA5QigNsgEIb7O5lhvH1tHAF1RbWmLWV4to=
+gorm.io/driver/sqlite v1.1.1 h1:qtWqNAEUyi7gYSUAJXeiAMz0lUOdakZF5ia9Fqnp5G4=
 gorm.io/driver/sqlite v1.1.1/go.mod h1:hm2olEcl8Tmsc6eZyxYSeznnsDaMqamBvEXLNtBg4cI=
-gorm.io/driver/sqlite v1.1.3 h1:BYfdVuZB5He/u9dt4qDpZqiqDJ6KhPqs5QUqsr/Eeuc=
-gorm.io/driver/sqlite v1.1.3/go.mod h1:AKDgRWk8lcSQSw+9kxCJnX/yySj8G3rdwYlU57cB45c=
 gorm.io/driver/sqlserver v1.0.2 h1:FzxAlw0/7hntMzSiNfotpYCo9Lz8dqWQGdmCGqIiFGo=
 gorm.io/driver/sqlserver v1.0.2/go.mod h1:gb0Y9QePGgqjzrVyTQUZeh9zkd5v0iz71cM1B4ZycEY=
 gorm.io/gorm v1.9.19/go.mod h1:0HFTzE/SqkGTzK6TlDPPQbAYCluiVvhzoA1+aVyzenw=
 gorm.io/gorm v1.20.0/go.mod h1:0HFTzE/SqkGTzK6TlDPPQbAYCluiVvhzoA1+aVyzenw=
-gorm.io/gorm v1.20.1/go.mod h1:0HFTzE/SqkGTzK6TlDPPQbAYCluiVvhzoA1+aVyzenw=
-gorm.io/gorm v1.20.2 h1:bZzSEnq7NDGsrd+n3evOOedDrY5oLM5QPlCjZJUK2ro=
-gorm.io/gorm v1.20.2/go.mod h1:0HFTzE/SqkGTzK6TlDPPQbAYCluiVvhzoA1+aVyzenw=
+gorm.io/gorm v1.23.5 h1:TnlF26wScKSvknUC/Rn8t0NLLM22fypYBlvj1+aH6dM=
+gorm.io/gorm v1.23.5/go.mod h1:l2lP/RyAtc1ynaTjFksBde/O8v9oOGIApu2/xRitmZk=
 gosrc.io/xmpp v0.5.1 h1:Rgrm5s2rt+npGggJH3HakQxQXR8ZZz3+QRzakRQqaq4=
 gosrc.io/xmpp v0.5.1/go.mod h1:L3NFMqYOxyLz3JGmgFyWf7r9htE91zVGiK40oW4RwdY=
 gotest.tools v2.1.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
@@ -699,11 +699,36 @@ honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWh
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
 howett.net/plist v0.0.0-20181124034731-591f970eefbb h1:jhnBjNi9UFpfpl8YZhA9CrOqpnJdvzuiHsl/dnxl11M=
 howett.net/plist v0.0.0-20181124034731-591f970eefbb/go.mod h1:vMygbs4qMhSZSc4lCUl2OEE+rDiIIJAIdR4m7MiMcm0=
+lukechampine.com/uint128 v1.1.1/go.mod h1:c4eWIwlEGaxC/+H1VguhU4PHXNWDCDMUlWdIWl2j1gk=
+modernc.org/cc/v3 v3.36.0/go.mod h1:NFUHyPn4ekoC/JHeZFfZurN6ixxawE1BnVonP/oahEI=
+modernc.org/ccgo/v3 v3.0.0-20220428102840-41399a37e894/go.mod h1:eI31LL8EwEBKPpNpA4bU1/i+sKOwOrQy8D87zWUcRZc=
+modernc.org/ccgo/v3 v3.0.0-20220430103911-bc99d88307be/go.mod h1:bwdAnOoaIt8Ax9YdWGjxWsdkPcZyRPHqrOvJxaKAKGw=
+modernc.org/ccgo/v3 v3.16.4/go.mod h1:tGtX0gE9Jn7hdZFeU88slbTh1UtCYKusWOoCJuvkWsQ=
+modernc.org/ccgo/v3 v3.16.6/go.mod h1:tGtX0gE9Jn7hdZFeU88slbTh1UtCYKusWOoCJuvkWsQ=
+modernc.org/ccorpus v1.11.6/go.mod h1:2gEUTrWqdpH2pXsmTM1ZkjeSrUWDpjMu2T6m29L/ErQ=
+modernc.org/httpfs v1.0.6/go.mod h1:7dosgurJGp0sPaRanU53W4xZYKh14wfzX420oZADeHM=
+modernc.org/libc v0.0.0-20220428101251-2d5f3daf273b/go.mod h1:p7Mg4+koNjc8jkqwcoFBJx7tXkpj00G77X7A72jXPXA=
+modernc.org/libc v1.16.0/go.mod h1:N4LD6DBE9cf+Dzf9buBlzVJndKr/iJHG97vGLHYnb5A=
+modernc.org/libc v1.16.1/go.mod h1:JjJE0eu4yeK7tab2n4S1w8tlWd9MxXLRzheaRnAKymU=
+modernc.org/libc v1.16.7/go.mod h1:hYIV5VZczAmGZAnG15Vdngn5HSF5cSkbvfz2B7GRuVU=
+modernc.org/libc v1.16.8 h1:Ux98PaOMvolgoFX/YwusFOHBnanXdGRmWgI8ciI2z4o=
+modernc.org/libc v1.16.8/go.mod h1:hYIV5VZczAmGZAnG15Vdngn5HSF5cSkbvfz2B7GRuVU=
+modernc.org/mathutil v1.2.2/go.mod h1:mZW8CKdRPY1v87qxC/wUdX5O1qDzXMP5TH3wjfpga6E=
+modernc.org/mathutil v1.4.1 h1:ij3fYGe8zBF4Vu+g0oT7mB06r8sqGWKuJu1yXeR4by8=
+modernc.org/mathutil v1.4.1/go.mod h1:mZW8CKdRPY1v87qxC/wUdX5O1qDzXMP5TH3wjfpga6E=
+modernc.org/memory v1.1.1 h1:bDOL0DIDLQv7bWhP3gMvIrnoFw+Eo6F7a2QK9HPDiFU=
+modernc.org/memory v1.1.1/go.mod h1:/0wo5ibyrQiaoUoH7f9D8dnglAmILJ5/cxZlRECf+Nw=
+modernc.org/opt v0.1.1/go.mod h1:WdSiB5evDcignE70guQKxYUl14mgWtbClRi5wmkkTX0=
+modernc.org/sqlite v1.17.2 h1:TjmF36Wi5QcPYqRoAacV1cAyJ7xB/CD0ExpVUEMebnw=
+modernc.org/sqlite v1.17.2/go.mod h1:GOQmuiXd6pTTes1Fi2s9apiCcD/wbKQtBZ0Nw6/etjM=
+modernc.org/strutil v1.1.1/go.mod h1:DE+MQQ/hjKBZS2zNInV5hhcipt5rLPWkmpbGeW5mmdw=
+modernc.org/tcl v1.13.1/go.mod h1:XOLfOwzhkljL4itZkK6T72ckMgvj0BDsnKNdZVUOecw=
+modernc.org/token v1.0.0/go.mod h1:UGzOrNV1mAFSEB63lOFHIpNRUVMvYTc6yu1SMY/XTDM=
+modernc.org/z v1.5.1/go.mod h1:eWFB510QWW5Th9YGZT81s+LwvaAs3Q2yr4sP0rmLkv8=
 mvdan.cc/sh v2.6.4+incompatible/go.mod h1:IeeQbZq+x2SUGBensq/jge5lLQbS3XT2ktyp3wrt4x8=
 nhooyr.io/websocket v1.6.5/go.mod h1:F259lAzPRAH0htX2y3ehpJe09ih1aSHN7udWki1defY=
+nhooyr.io/websocket v1.8.6 h1:s+C3xAMLwGmlI31Nyn/eAehUlZPwfYZu2JXM621Q5/k=
 nhooyr.io/websocket v1.8.6/go.mod h1:B70DZP8IakI65RVQ51MsWP/8jndNma26DVA/nFSCgW0=
-nhooyr.io/websocket v1.8.7 h1:usjR2uOr/zjjkVMy0lW+PPohFok7PCow5sDjLgX4P4g=
-nhooyr.io/websocket v1.8.7/go.mod h1:B70DZP8IakI65RVQ51MsWP/8jndNma26DVA/nFSCgW0=
 rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
 rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
 rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
diff --git a/webapp/backend/pkg/constants.go b/webapp/backend/pkg/constants.go
index 0de6750..9535963 100644
--- a/webapp/backend/pkg/constants.go
+++ b/webapp/backend/pkg/constants.go
@@ -11,8 +11,8 @@ const NotifyLevelFail = "fail"
 const NotifyLevelFailScrutiny = "fail_scrutiny"
 const NotifyLevelFailSmart = "fail_smart"
 
+//go:generate stringer -type=AttributeStatus
 type AttributeStatus uint8
-
 const (
 	// AttributeStatusPassed binary, 1,2,4,8,16,32,etc
 	AttributeStatusPassed          AttributeStatus = 0
@@ -29,8 +29,8 @@ func AttributeStatusClear(b, flag AttributeStatus) AttributeStatus  { return b &
 func AttributeStatusToggle(b, flag AttributeStatus) AttributeStatus { return b ^ flag }
 func AttributeStatusHas(b, flag AttributeStatus) bool               { return b&flag != 0 }
 
+//go:generate stringer -type=DeviceStatus
 type DeviceStatus uint8
-
 const (
 	// DeviceStatusPassed binary, 1,2,4,8,16,32,etc
 	DeviceStatusPassed         DeviceStatus = 0
diff --git a/webapp/backend/pkg/database/scrutiny_repository.go b/webapp/backend/pkg/database/scrutiny_repository.go
index 8ce7f61..28e0e2d 100644
--- a/webapp/backend/pkg/database/scrutiny_repository.go
+++ b/webapp/backend/pkg/database/scrutiny_repository.go
@@ -6,11 +6,11 @@ import (
 	"fmt"
 	"github.com/analogj/scrutiny/webapp/backend/pkg/config"
 	"github.com/analogj/scrutiny/webapp/backend/pkg/models"
+	"github.com/glebarez/sqlite"
 	influxdb2 "github.com/influxdata/influxdb-client-go/v2"
 	"github.com/influxdata/influxdb-client-go/v2/api"
 	"github.com/influxdata/influxdb-client-go/v2/domain"
 	"github.com/sirupsen/logrus"
-	"gorm.io/driver/sqlite"
 	"gorm.io/gorm"
 	"io/ioutil"
 	"net/http"
diff --git a/webapp/backend/pkg/database/scrutiny_repository_migrations.go b/webapp/backend/pkg/database/scrutiny_repository_migrations.go
index 0d0bde9..ab3296e 100644
--- a/webapp/backend/pkg/database/scrutiny_repository_migrations.go
+++ b/webapp/backend/pkg/database/scrutiny_repository_migrations.go
@@ -10,9 +10,9 @@ import (
 	"github.com/analogj/scrutiny/webapp/backend/pkg/models"
 	"github.com/analogj/scrutiny/webapp/backend/pkg/models/collector"
 	"github.com/analogj/scrutiny/webapp/backend/pkg/models/measurements"
+	_ "github.com/glebarez/sqlite"
 	"github.com/go-gormigrate/gormigrate/v2"
 	"github.com/influxdata/influxdb-client-go/v2/api/http"
-	_ "github.com/jinzhu/gorm/dialects/sqlite"
 	log "github.com/sirupsen/logrus"
 	"gorm.io/gorm"
 	"strconv"