Run Laya decisions fully in-process on ONNX Runtime

.github/copilot-instructions.md

@@ -41,7 +41,7 @@ These instructions define the conventions for ElBruno's .NET NuGet library repos
 ## Project Conventions
 
 ### Library Projects
-- Target `net8.0;net10.0` (multi-target: LTS + latest)
+- Target `net10.0` only (single target). .NET 8 support was dropped ahead of its end of support.
 - Package naming: `{Owner}.{ProjectName}.{Feature}` (e.g., `ElBruno.QRCodeGenerator.Svg`)
 - Each packable project must include the NuGet icon:
   ```xml
@@ -52,14 +52,14 @@ These instructions define the conventions for ElBruno's .NET NuGet library repos
 - Enable deterministic CI builds: `<ContinuousIntegrationBuild Condition="'$(GITHUB_ACTIONS)' == 'true'">true</ContinuousIntegrationBuild>`
 
 ### Test Projects
-- Target `net8.0` only (single target)
+- Target `net10.0` only (single target)
 - Framework: xUnit with coverlet.collector
 - Naming: `{LibraryProject}.Tests`
 - Location: `src/tests/{LibraryProject}.Tests/`
 - Set `<IsPackable>false</IsPackable>` and `<IsTestProject>true</IsTestProject>`
 
 ### Tool Projects (dotnet global tools)
-- Target `net8.0` only (single target — CI runners may not have preview SDKs)
+- Target `net10.0` only (single target)
 - Set `<PackAsTool>true</PackAsTool>` and `<ToolCommandName>{toolname}</ToolCommandName>`
 
 ### Sample Projects
@@ -111,7 +111,7 @@ Use `"rollForward": "latestMajor"` for flexibility across dev machines and CI:
 ```json
 {
   "sdk": {
-    "version": "8.0.0",
+    "version": "10.0.0",
     "rollForward": "latestMajor"
   }
 }
@@ -154,10 +154,9 @@ Thumbs.db
 
 - **Triggers:** push to `main`, PR to `main`
 - **Runner:** `ubuntu-latest`
-- **SDK:** `dotnet-version: 8.0.x`
+- **SDK:** `dotnet-version: 10.0.x`
 - **Commands use solution-level operations** (not per-project)
-- **Use `-p:TargetFrameworks=net8.0`** for restore and build (CI runners may not have preview SDKs)
-- **Use `--framework net8.0`** for test
+- Projects single-target `net10.0`, so no per-framework overrides are needed
 
 ```yaml
 name: CI Build
@@ -176,13 +175,13 @@ jobs:
       - name: Setup .NET
         uses: actions/setup-dotnet@v4
         with:
-          dotnet-version: 8.0.x
+          dotnet-version: 10.0.x
       - name: Restore
-        run: dotnet restore {ProjectName}.slnx -p:TargetFrameworks=net8.0
+        run: dotnet restore {ProjectName}.slnx
       - name: Build
-        run: dotnet build {ProjectName}.slnx --no-restore -p:TargetFrameworks=net8.0
+        run: dotnet build {ProjectName}.slnx --no-restore
       - name: Test
-        run: dotnet test {ProjectName}.slnx --no-build --framework net8.0
+        run: dotnet test {ProjectName}.slnx --no-build
 ```
 
 ---
@@ -225,21 +224,21 @@ jobs:
       - name: Setup .NET
         uses: actions/setup-dotnet@v4
         with:
-          dotnet-version: 8.0.x
+          dotnet-version: 10.0.x
       - name: Determine version
         id: version
         run: |
           # Extract from release tag, input, or csproj
           # Validate: ^[0-9]+\.[0-9]+\.[0-9]+
       - name: Restore
-        run: dotnet restore {Solution}.slnx -p:TargetFrameworks=net8.0
+        run: dotnet restore {Solution}.slnx
       - name: Build
-        run: dotnet build {Solution}.slnx -c Release --no-restore -p:TargetFrameworks=net8.0 -p:Version=${{ steps.version.outputs.version }}
+        run: dotnet build {Solution}.slnx -c Release --no-restore -p:Version=${{ steps.version.outputs.version }}
       - name: Test
-        run: dotnet test {Solution}.slnx -c Release --no-build --framework net8.0
+        run: dotnet test {Solution}.slnx -c Release --no-build
       - name: Pack
         run: |
-          dotnet pack src/{Package}/{Package}.csproj -c Release --no-build -p:TargetFrameworks=net8.0 -p:Version=${{ steps.version.outputs.version }} --output ./nupkgs
+          dotnet pack src/{Package}/{Package}.csproj -c Release --no-build -p:Version=${{ steps.version.outputs.version }} --output ./nupkgs
           # Repeat for each packable project
       - name: NuGet login (OIDC trusted publishing)
         uses: NuGet/login@v1
@@ -292,7 +291,7 @@ Follow this exact order:
 - Test project naming: `{LibraryProject}.Tests`
 - Tests live in `src/tests/{TestProject}/`
 - All tests must pass before publishing (enforced in both CI and publish workflows)
-- Test projects target `net8.0` only
+- Test projects target `net10.0` only
 
 ---
 

.github/workflows/ci.yml

@@ -18,18 +18,16 @@ jobs:
       - name: Setup .NET
         uses: actions/setup-dotnet@v4
         with:
-          dotnet-version: |
-            8.0.x
-            10.0.x
+          dotnet-version: 10.0.x
 
       - name: Restore
-        run: dotnet restore ElBruno.LocalLLMs.slnx -p:TargetFramework=net8.0 -p:TargetFrameworks=net8.0 -p:NoBuild=false
+        run: dotnet restore ElBruno.LocalLLMs.slnx -p:NoBuild=false
 
       - name: Build
-        run: dotnet build ElBruno.LocalLLMs.slnx --no-restore -p:TargetFramework=net8.0 -p:TargetFrameworks=net8.0 -p:NoBuild=false
+        run: dotnet build ElBruno.LocalLLMs.slnx --no-restore -p:NoBuild=false
 
       - name: Test
-        run: dotnet test ElBruno.LocalLLMs.slnx --no-build --framework net8.0 --verbosity normal --logger "trx;LogFileName=test-results.trx"
+        run: dotnet test ElBruno.LocalLLMs.slnx --no-build --verbosity normal --logger "trx;LogFileName=test-results.trx"
 
       - name: Upload test results
         uses: actions/upload-artifact@v4

.github/workflows/publish-bitnet-native.yml

@@ -30,7 +30,7 @@ jobs:
       - name: Setup .NET
         uses: actions/setup-dotnet@v4
         with:
-          dotnet-version: 8.0.x
+          dotnet-version: 10.0.x
 
       - name: Determine version
         id: version

.github/workflows/publish.yml

@@ -23,9 +23,7 @@ jobs:
       - name: Setup .NET
         uses: actions/setup-dotnet@v4
         with:
-          dotnet-version: |
-            8.0.x
-            10.0.x
+          dotnet-version: 10.0.x
 
       - name: Determine version
         id: version
@@ -54,12 +52,15 @@ jobs:
           dotnet build src/ElBruno.LocalLLMs.Rag/ElBruno.LocalLLMs.Rag.csproj -c Release --no-restore -p:Version=${{ steps.version.outputs.version }}
           dotnet build src/ElBruno.LocalLLMs.BitNet/ElBruno.LocalLLMs.BitNet.csproj -c Release --no-restore -p:Version=${{ steps.version.outputs.version }}
           dotnet build src/ElBruno.LocalLLMs.BlazorComponents/ElBruno.LocalLLMs.BlazorComponents.csproj -c Release --no-restore -p:Version=${{ steps.version.outputs.version }}
+          dotnet build src/ElBruno.LocalLLMs.Decisions/ElBruno.LocalLLMs.Decisions.csproj -c Release --no-restore -p:Version=${{ steps.version.outputs.version }}
 
       - name: Unit Tests
         run: |
-          dotnet test src/tests/ElBruno.LocalLLMs.Tests/ElBruno.LocalLLMs.Tests.csproj -c Release --framework net8.0 -p:Version=${{ steps.version.outputs.version }} --verbosity normal
-          dotnet test src/tests/ElBruno.LocalLLMs.Rag.Tests/ElBruno.LocalLLMs.Rag.Tests.csproj -c Release --framework net8.0 -p:Version=${{ steps.version.outputs.version }} --verbosity normal
-          dotnet test src/tests/ElBruno.LocalLLMs.BitNet.Tests/ElBruno.LocalLLMs.BitNet.Tests.csproj -c Release --framework net8.0 -p:Version=${{ steps.version.outputs.version }} --verbosity normal
+          dotnet test src/tests/ElBruno.LocalLLMs.Tests/ElBruno.LocalLLMs.Tests.csproj -c Release -p:Version=${{ steps.version.outputs.version }} --verbosity normal
+          dotnet test src/tests/ElBruno.LocalLLMs.Rag.Tests/ElBruno.LocalLLMs.Rag.Tests.csproj -c Release -p:Version=${{ steps.version.outputs.version }} --verbosity normal
+          dotnet test src/tests/ElBruno.LocalLLMs.BitNet.Tests/ElBruno.LocalLLMs.BitNet.Tests.csproj -c Release -p:Version=${{ steps.version.outputs.version }} --verbosity normal
+          dotnet test src/tests/ElBruno.LocalLLMs.Decisions.Tests/ElBruno.LocalLLMs.Decisions.Tests.csproj -c Release -p:Version=${{ steps.version.outputs.version }} --verbosity normal
+          dotnet test src/tests/ElBruno.LocalLLMs.BlazorComponents.Tests/ElBruno.LocalLLMs.BlazorComponents.Tests.csproj -c Release -p:Version=${{ steps.version.outputs.version }} --verbosity normal
 
       - name: Validate README What's New policy
         run: |
@@ -83,6 +84,7 @@ jobs:
           dotnet pack src/ElBruno.LocalLLMs.Rag/ElBruno.LocalLLMs.Rag.csproj -c Release --no-build -p:Version=${{ steps.version.outputs.version }} -o artifacts
           dotnet pack src/ElBruno.LocalLLMs.BitNet/ElBruno.LocalLLMs.BitNet.csproj -c Release --no-build -p:Version=${{ steps.version.outputs.version }} -o artifacts
           dotnet pack src/ElBruno.LocalLLMs.BlazorComponents/ElBruno.LocalLLMs.BlazorComponents.csproj -c Release --no-build -p:Version=${{ steps.version.outputs.version }} -o artifacts
+          dotnet pack src/ElBruno.LocalLLMs.Decisions/ElBruno.LocalLLMs.Decisions.csproj -c Release --no-build -p:Version=${{ steps.version.outputs.version }} -o artifacts
       - name: Validate packed assembly versions
         shell: pwsh
         run: ./scripts/Validate-PackageAssemblyVersions.ps1 -PackageDirectory ./artifacts

.github/workflows/squad-ci.yml

@@ -1,9 +1,12 @@
 name: Squad CI
-# dotnet project — configure build/test commands below
+
+# Real build and test for the dev-first branches.
+# PRs targeting main are covered by ci.yml, so main is deliberately absent
+# here to avoid running the same suite twice on the same commit.
 
 on:
   pull_request:
-    branches: [dev, preview, main, insider]
+    branches: [dev, preview, insider]
     types: [opened, synchronize, reopened]
   push:
     branches: [dev, insider]
@@ -17,12 +20,25 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Build and test
-        run: |
-          # TODO: Add your dotnet build/test commands here
-          # Go:            go test ./...
-          # Python:        pip install -r requirements.txt && pytest
-          # .NET:          dotnet test
-          # Java (Maven):  mvn test
-          # Java (Gradle): ./gradlew test
-          echo "No build commands configured — update squad-ci.yml"
+      - name: Setup .NET
+        uses: actions/setup-dotnet@v4
+        with:
+          dotnet-version: 10.0.x
+
+      # -p:NoBuild=false is required: the BitNet native projects default it to
+      # true, which otherwise makes restore and build silently skip them.
+      - name: Restore
+        run: dotnet restore ElBruno.LocalLLMs.slnx -p:NoBuild=false
+
+      - name: Build
+        run: dotnet build ElBruno.LocalLLMs.slnx --no-restore -p:NoBuild=false
+
+      - name: Test
+        run: dotnet test ElBruno.LocalLLMs.slnx --no-build --verbosity normal --logger "trx;LogFileName=test-results.trx"
+
+      - name: Upload test results
+        uses: actions/upload-artifact@v4
+        if: always()
+        with:
+          name: test-results
+          path: "**/test-results.trx"

Directory.Build.props

@@ -23,12 +23,13 @@
     <Copyright>Copyright © Bruno Capuano $([System.DateTime]::Now.Year)</Copyright>
     <PackageLicenseExpression>MIT</PackageLicenseExpression>
     <PackageIcon>nuget_logo.png</PackageIcon>
-    <PublishedSiblingPackageVersion>0.21.0</PublishedSiblingPackageVersion>
+    <PublishedSiblingPackageVersion>0.22.0</PublishedSiblingPackageVersion>
     <ManagePublishedSiblingPackageVersion
       Condition="'$(MSBuildProjectName)' == 'ElBruno.LocalLLMs'
         Or '$(MSBuildProjectName)' == 'ElBruno.LocalLLMs.Rag'
         Or '$(MSBuildProjectName)' == 'ElBruno.LocalLLMs.BitNet'
-        Or '$(MSBuildProjectName)' == 'ElBruno.LocalLLMs.BlazorComponents'">true</ManagePublishedSiblingPackageVersion>
+        Or '$(MSBuildProjectName)' == 'ElBruno.LocalLLMs.BlazorComponents'
+        Or '$(MSBuildProjectName)' == 'ElBruno.LocalLLMs.Decisions'">true</ManagePublishedSiblingPackageVersion>
   </PropertyGroup>
 
   <PropertyGroup Condition="'$(ManagePublishedSiblingPackageVersion)' == 'true'">

ElBruno.LocalLLMs.slnx

@@ -2,6 +2,7 @@
   <Folder Name="/src/">
     <Project Path="src/ElBruno.LocalLLMs/ElBruno.LocalLLMs.csproj" />
     <Project Path="src/ElBruno.LocalLLMs.Rag/ElBruno.LocalLLMs.Rag.csproj" />
+    <Project Path="src/ElBruno.LocalLLMs.Decisions/ElBruno.LocalLLMs.Decisions.csproj" />
     <Project Path="src/ElBruno.LocalLLMs.BitNet/ElBruno.LocalLLMs.BitNet.csproj" />
     <Project Path="src/ElBruno.LocalLLMs.BlazorComponents/ElBruno.LocalLLMs.BlazorComponents.csproj" />
   </Folder>
@@ -14,6 +15,7 @@
     <Project Path="src/tests/ElBruno.LocalLLMs.Tests/ElBruno.LocalLLMs.Tests.csproj" />
     <Project Path="src/tests/ElBruno.LocalLLMs.IntegrationTests/ElBruno.LocalLLMs.IntegrationTests.csproj" />
     <Project Path="src/tests/ElBruno.LocalLLMs.Rag.Tests/ElBruno.LocalLLMs.Rag.Tests.csproj" />
+    <Project Path="src/tests/ElBruno.LocalLLMs.Decisions.Tests/ElBruno.LocalLLMs.Decisions.Tests.csproj" />
     <Project Path="src/tests/ElBruno.LocalLLMs.FineTuneEval/ElBruno.LocalLLMs.FineTuneEval.csproj" />
     <Project Path="src/tests/ElBruno.LocalLLMs.BitNet.Tests/ElBruno.LocalLLMs.BitNet.Tests.csproj" />
     <Project Path="src/tests/MagenticUIServer.Agents.Tests/MagenticUIServer.Agents.Tests.csproj" />
@@ -34,6 +36,8 @@
     <Project Path="src/samples/ToolCallingAgent/ToolCallingAgent.csproj" />
     <Project Path="src/samples/FineTunedToolCalling/FineTunedToolCalling.csproj" />
     <Project Path="src/samples/RagChatbot/RagChatbot.csproj" />
+    <Project Path="src/samples/LocalDecisions/LocalDecisions.csproj" />
+    <Project Path="src/samples/DecisionCalibration/DecisionCalibration.csproj" />
     <Project Path="src/samples/ZeroCloudRag/ZeroCloudRag.csproj" />
     <Project Path="src/samples/OpenAiServer/OpenAiServer.csproj" />
     <Project Path="src/samples/MagenticBrainAgent/MagenticBrainAgent.csproj" />