Showing posts with label aspire. Show all posts
Showing posts with label aspire. Show all posts

Reading Notes #692

The tech landscape is constantly evolving, and keeping up with the latest developments can be overwhelming. From AI-powered tools like Ollama and OpenClaw, to new ways of programming with Aspire Docs and Azure CLI, it seems like there's always something new to explore. In this edition of Reading Notes, I'll share some of the interesting things that caught my eye recently, from AI advancements to developer tools and beyond.


Suggestion of the week

AI

Programming

Cloud

Miscellaneous


Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, podcasts and books that catch my interest during the week.

If you have interesting content, share it!

~frank

Adding Keycloak Authentication to an Existing .NET Aspire Application

By the end of this post, you'll have a working login/logout flow backed by Keycloak, running locally via Aspire and deployable via Docker Compose.

If your Aspire app doesn't have authentication yet, this is your fastest path to a real identity provider. This tutorial walks through wiring Keycloak OIDC into an existing .NET Aspire + Blazor Server app: from AppHost registration to login/logout UI, using production code from NoteBookmark, an open-source bookmark manager built with .NET Aspire and Blazor.\

[version en français disponible]

Step 1: Add Aspire.Hosting.Keycloak to AppHost

Aspire provides first-class Keycloak support through the Aspire.Hosting.Keycloak package. Add it to your AppHost project:

For AppHost project

dotnet add package Aspire.Hosting.Keycloak

Run dotnet restore to pull the package.


Step 2: Register Keycloak in AppHost.cs

With the package installed, register Keycloak as a resource in your AppHost. Aspire will spin up a Keycloak container, wire its connection details into dependent projects, and ensure proper startup ordering.


// ...

// Add Keycloak authentication server
var keycloak = builder.AddKeycloak("keycloak", port: 8080)
    .WithDataVolume(); // Persist Keycloak data across container restarts

if (builder.Environment.IsDevelopment())
{
    // ...

    builder.AddProject<NoteBookmark_BlazorApp>("blazor-app")
        // ...
        .WithReference(keycloak)  // <-- reference Keycloak
        .WaitFor(keycloak)  // <-- wait for Keycloak to be ready
        .WithExternalHttpEndpoints()
        .PublishAsDockerComposeService((resource, service) =>
        {
            service.ContainerName = "notebookmark-blazor";
        });
}

Key Changes:

  • AddKeycloak("keycloak", port: 8080): Registers a Keycloak resource listening on port 8080.
  • WithDataVolume(): Persists Keycloak's configuration and realm data across container restarts. Without this, you'd lose your realm setup every time the container stops.
  • .WithReference(keycloak): Injects Keycloak connection settings (base URL, etc.) into the BlazorApp as environment variables.
  • .WaitFor(keycloak): Ensures Keycloak is fully started before launching the Blazor app. This is critical: if your app starts before Keycloak is ready, OIDC discovery will fail.

 

Step 3: Set Up Keycloak for Non-Aspire (aka prod) Deployments

This post focuses on the Aspire dev setup, but for production (Docker Compose, Kubernetes), you need a standalone Keycloak. Here's what that looks like and why.

Aspire can actually help you bridge the gap. AddDockerComposeEnvironment() in AppHost generates a draft Docker Compose file from your Aspire model, a great starting point before customizing for production. Worth checking out if you want a head start.

The final compose files for both Keycloak and the NoteBookmark app are available in the NoteBookmark repo:

A few things worth noting about the setup:

  • Postgres as the backing store: Keycloak uses a dedicated Postgres instance (not the app's database) to persist realm configuration, users, and sessions.
  • KC_HTTP_ENABLED: "true": Allows HTTP traffic internally. In production, Keycloak runs behind a reverse proxy (nginx, Traefik) that handles TLS termination: HTTPS externally, HTTP internally.
  • KC_FEATURES: "token-exchange": Enables the token exchange feature, needed if you want service-to-service auth flows.

Step 4: Configure Keycloak Realm and OIDC Client

This configuration is required in both production and development environments, but only needs to be done once per environment. In dev, thanks to .WithDataVolume(), all Keycloak settings are persisted between run and debug sessions, so you only configure it once and it survives restarts.

Once Keycloak is running, configure it:

  1. Navigate to http://localhost:8080 and log in with your admin credentials.
  2. Create a new realm:
    • Click Create Realm
    • Name: notebookmark (match the realm in your Authority URL below)
  3. Create an OIDC client:
    • Clients → Create Client
    • Client ID: notebookmark
    • Client Protocol: openid-connect
    • Access Type: confidential (generates a client secret)
    • Valid Redirect URIs: http://localhost:5173/* (adjust for your Blazor app's URL)
    • Web Origins: http://localhost:5173
  4. Go to the Credentials tab and copy the Client Secret: you'll need this in your app config.
Keycloak client configuration screen


Step 5: Add OpenID Connect to the Blazor App

Now wire up the authentication pipeline in your Blazor Server app.

Add the NuGet Package


For BlazorApp project

dotnet add package Microsoft.AspNetCore.Authentication.OpenIdConnect

Update Program.cs

BlazorApp/Program.cs:

using Microsoft.AspNetCore.Authentication;
using Microsoft.AspNetCore.Authentication.Cookies;
using Microsoft.AspNetCore.Authentication.OpenIdConnect;

//...

// Add authentication
builder.Services.AddAuthentication(options =>
{
    options.DefaultScheme = CookieAuthenticationDefaults.AuthenticationScheme;
    options.DefaultChallengeScheme = OpenIdConnectDefaults.AuthenticationScheme;
})
.AddCookie(CookieAuthenticationDefaults.AuthenticationScheme)
.AddOpenIdConnect(OpenIdConnectDefaults.AuthenticationScheme, options =>
{
    var authority = builder.Configuration["Keycloak:Authority"];
    options.Authority = authority;
    options.ClientId = builder.Configuration["Keycloak:ClientId"];
    options.ClientSecret = builder.Configuration["Keycloak:ClientSecret"];
    options.ResponseType = "code";
    options.SaveTokens = true;
    options.GetClaimsFromUserInfoEndpoint = true;

    // Allow overriding RequireHttpsMetadata via configuration.
    // Relax the requirement when running in a container against HTTP Keycloak.
    var requireHttpsConfigured = builder.Configuration.GetValue<bool?>("Keycloak:RequireHttpsMetadata");
    var isRunningInContainer = string.Equals(
        System.Environment.GetEnvironmentVariable("DOTNET_RUNNING_IN_CONTAINER"),
        "true",
        StringComparison.OrdinalIgnoreCase);

    if (requireHttpsConfigured.HasValue)
    {
        options.RequireHttpsMetadata = requireHttpsConfigured.Value;
    }
    else
    {
        var defaultRequireHttps = !builder.Environment.IsDevelopment();
        if (isRunningInContainer &&
            !string.IsNullOrEmpty(authority) &&
            authority.StartsWith("http://", StringComparison.OrdinalIgnoreCase))
        {
            defaultRequireHttps = false;
        }
        options.RequireHttpsMetadata = defaultRequireHttps;
    }

    options.Scope.Clear();
    options.Scope.Add("openid");
    options.Scope.Add("profile");
    options.Scope.Add("email");

    options.TokenValidationParameters = new()
    {
        NameClaimType = "preferred_username",
        RoleClaimType = "roles"
    };

    // Configure logout to pass id_token_hint to Keycloak
    options.Events = new OpenIdConnectEvents
    {
        OnRedirectToIdentityProviderForSignOut = async context =>
        {
            var idToken = await context.HttpContext.GetTokenAsync("id_token");
            if (!string.IsNullOrEmpty(idToken))
            {
                context.ProtocolMessage.IdTokenHint = idToken;
            }
        }
    };
});

builder.Services.AddAuthorization();
builder.Services.AddCascadingAuthenticationState();
builder.Services.AddHttpContextAccessor();

// ... existing Razor Components, FluentUI, etc. ...

var app = builder.Build();
app.MapDefaultEndpoints();

// ... existing middleware ...

// CRITICAL: UseAuthentication BEFORE UseAuthorization
app.UseAuthentication();
app.UseAuthorization();

app.MapRazorComponents<App>()
    .AddInteractiveServerRenderMode();

// Authentication endpoints
app.MapGet("/authentication/login", async (HttpContext context, string? returnUrl) =>
{
    var authProperties = new AuthenticationProperties { RedirectUri = returnUrl ?? "/" };
    await context.ChallengeAsync(OpenIdConnectDefaults.AuthenticationScheme, authProperties);
});

app.MapGet("/authentication/logout", async (HttpContext context) =>
{
    var authProperties = new AuthenticationProperties { RedirectUri = "/" };
    await context.SignOutAsync(CookieAuthenticationDefaults.AuthenticationScheme);
    await context.SignOutAsync(OpenIdConnectDefaults.AuthenticationScheme, authProperties);
});

app.Run();


Configuration


Create or update appsettings.json in the BlazorApp project:

{
  "Keycloak": {
    "Authority": "http://localhost:8080/realms/notebookmark",
    "ClientId": "notebookmark",
    "ClientSecret": "your-client-secret-from-keycloak",
    "RequireHttpsMetadata": false
  }
}

For your Prod, Docker Compose deployments, use environment variables in your docker-compose.yaml:

environment:
  Keycloak__Authority: ${KEYCLOAK_AUTHORITY}
  Keycloak__ClientId: ${KEYCLOAK_CLIENT_ID}
  Keycloak__ClientSecret: ${KEYCLOAK_CLIENT_SECRET}
In the development enviroment, Aspire's .WithReference(keycloak) automatically injects environment variables like services__keycloak__http__0 for the Keycloak base URL. You can read this in your config or manually set the Authority URL as shown above.

 

Handling HTTP vs HTTPS: The RequireHttpsMetadata Gotcha

By default, the OpenID Connect middleware requires HTTPS for metadata discovery (RequireHttpsMetadata = true). This is a security best practice for production, but it causes problems in local/container dev environments where Keycloak runs on HTTP.

The code above implements a smart fallback:

  1. Check explicit configuration first: If Keycloak:RequireHttpsMetadata is set in config, use that value.
  2. Detect container environment: If running in a container (DOTNET_RUNNING_IN_CONTAINER=true) and the Authority URL is HTTP, disable the HTTPS requirement.
  3. Default to HTTPS in production: Outside of Development mode, default to requiring HTTPS.

This ensures:

  • Local dev works seamlessly with HTTP Keycloak
  • Container-to-container communication works (HTTP internally)
  • Production enforces HTTPS (assuming you've configured it properly)

Note: In production, run Keycloak behind a reverse proxy (nginx, Traefik, etc.) that handles TLS termination. Your app sees https://yourdomain.com, Keycloak internally runs on HTTP.

That's the server-side setup done. Now let's build the Blazor UI pieces that make auth visible to users.


Step 6: Blazor UI: Login, Logout, and Route Protection

With the backend authentication pipeline configured, it's time to build the UI components that let users actually log in, log out, and interact with protected content. We'll create three key pieces: the login/logout pages, a login display component, and routing configuration that enforces authorization.

Keycloak login screen

The Login and Logout Razor Pages

First, we need pages to trigger authentication flows. These aren't typical Blazor pages with markup—they're redirect triggers that hand off control to Keycloak.

Login.razor

Create Components/Pages/Login.razor:

@page "/login"
@attribute [AllowAnonymous]
@using Microsoft.AspNetCore.Authorization
@using Microsoft.AspNetCore.Authentication
@using Microsoft.AspNetCore.Authentication.OpenIdConnect
@inject NavigationManager Navigation
@inject IHttpContextAccessor HttpContextAccessor

@code {
    protected override async Task OnInitializedAsync()
    {
        var uri = new Uri(Navigation.Uri);
        var query = System.Web.HttpUtility.ParseQueryString(uri.Query);
        var returnUrl = query["returnUrl"] ?? "/";

        var httpContext = HttpContextAccessor.HttpContext;
        if (httpContext != null)
        {
            var authProperties = new AuthenticationProperties
            {
                RedirectUri = returnUrl
            };
            await httpContext.ChallengeAsync(OpenIdConnectDefaults.AuthenticationScheme, authProperties);
        }
    }
}

What's happening here?

  • No markup: This page doesn't render anything. Its job is to initiate the OpenID Connect authentication challenge, which redirects the browser to Keycloak.
  • ChallengeAsync: This triggers the OIDC middleware to redirect the user to Keycloak's login page.
  • Return URL: We capture the returnUrl query parameter so users land back where they started after logging in.
  • [AllowAnonymous]: Critical! Without this, the page would require authentication to access, creating a redirect loop.

Logout.razor

Create Components/Pages/Logout.razor:

@page "/logout"
@attribute [AllowAnonymous]
@using Microsoft.AspNetCore.Authorization
@using Microsoft.AspNetCore.Authentication
@using Microsoft.AspNetCore.Authentication.Cookies
@using Microsoft.AspNetCore.Authentication.OpenIdConnect
@inject IHttpContextAccessor HttpContextAccessor

@code {
    protected override async Task OnInitializedAsync()
    {
        var httpContext = HttpContextAccessor.HttpContext;
        if (httpContext != null)
        {
            var properties = new AuthenticationProperties
            {
                RedirectUri = "/"
            };
            await httpContext.SignOutAsync(OpenIdConnectDefaults.AuthenticationScheme, properties);
            await httpContext.SignOutAsync(CookieAuthenticationDefaults.AuthenticationScheme);
        }
    }
}


Why sign out of TWO schemes?


This is where many implementations fail. OpenID Connect uses a dual authentication scheme:

  1. OpenIdConnect scheme: Handles the protocol dance with Keycloak (redirects, token exchange, logout).
  2. Cookie scheme: Manages the local session in your Blazor app.

When logging out, you must sign out of both, in this order:

  1. OIDC first: This redirects to Keycloak's logout endpoint, ending the SSO session.
  2. Cookie second: This clears the local authentication cookie.

Signing out of only the cookie leaves the Keycloak session active—users can click "Login" and get back in without re-entering credentials. Signing out only from OIDC leaves the local cookie intact, so the app still thinks they're logged in.

The RedirectUri in the authentication properties controls where users land after the Keycloak logout completes. We send them to the home page.

 

Step 7: The LoginDisplay Component

Now we need a UI element to show login state and provide login/logout actions. This typically lives in your app's header or navigation bar.

Note: NoteBookmark uses FluentUI Blazor (the <Fluent...> components), it's not a requirement, but it definitely looks great ;)

Create Components/Layout/LoginDisplay.razor:

@rendermode InteractiveServer
@using Microsoft.AspNetCore.Components.Authorization
@inject NavigationManager Navigation

<AuthorizeView>
    <Authorized>
        <FluentStack Orientation="Orientation.Horizontal" HorizontalGap="8" 
                     HorizontalAlignment="HorizontalAlignment.Right" 
                     VerticalAlignment="VerticalAlignment.Center">
            <span>Hello, @context.User.Identity?.Name</span>
            <FluentButton Appearance="Appearance.Lightweight" OnClick="Logout" 
                          IconStart="@(new Icons.Regular.Size16.ArrowExit())">
                Logout
            </FluentButton>
        </FluentStack>
    </Authorized>
    <NotAuthorized>
        <FluentButton Appearance="Appearance.Accent" OnClick="Login" 
                      IconStart="@(new Icons.Regular.Size16.Person())">
            Login
        </FluentButton>
    </NotAuthorized>
</AuthorizeView>

@code {
    private void Login()
    {
        var returnUrl = Navigation.ToBaseRelativePath(Navigation.Uri);
        if (string.IsNullOrEmpty(returnUrl)) returnUrl = "/";
        Navigation.NavigateTo($"/login?returnUrl={Uri.EscapeDataString(returnUrl)}", forceLoad: false);
    }

    private void Logout()
    {
        Navigation.NavigateTo("/logout", forceLoad: false);
    }
}

Key implementation details:

  • @rendermode InteractiveServer: This is essential. <AuthorizeView> needs to access AuthenticationStateProvider, which requires an interactive render mode. Without this, the component renders as static HTML and won't respond to auth state changes.
  • <AuthorizeView>: This component automatically shows/hides content based on authentication state. The context parameter provides access to the User claims principal.
  • Return URL on login: We pass the current page URL so users return to where they were after authenticating.
  • forceLoad: false: We use in-app navigation. The Login.razor and Logout.razor pages will handle the actual HTTP redirects.

Add this component to your MainLayout.razor or header component:<LoginDisplay />

visual of the LoginDisplay

Step 8: Protecting Routes and Pages

With login/logout working, you need to enforce authorization rules. Blazor provides two mechanisms: page-level protection with [Authorize] and inline content protection with <AuthorizeView>.

Updating Routes.razor

First, modify Components/Routes.razor to support authorization-aware routing:

@using Microsoft.AspNetCore.Components.Authorization
@using Microsoft.AspNetCore.Authorization

<FluentDesignTheme StorageName="theme" @rendermode="@InteractiveServer" />

<CascadingAuthenticationState>
    <Router AppAssembly="typeof(Program).Assembly">
        <Found Context="routeData">
            <AuthorizeRouteView RouteData="routeData" DefaultLayout="typeof(Layout.MainLayout)">
                <NotAuthorized>
                    @if (context.User.Identity?.IsAuthenticated != true)
                    {
                        <FluentStack Orientation="Orientation.Vertical" VerticalGap="20" 
                                     HorizontalAlignment="HorizontalAlignment.Center" 
                                     Style="margin-top: 100px;">
                            <FluentIcon Value="@(new Icons.Regular.Size48.LockClosed())" Color="Color.Accent" />
                            <h2>Authentication Required</h2>
                            <p>You need to be logged in to access this page.</p>
                            <FluentButton Appearance="Appearance.Accent" 
                                OnClick="@(() => NavigationManager.NavigateTo(
                                    "/login?returnUrl=" + Uri.EscapeDataString(
                                        NavigationManager.ToBaseRelativePath(NavigationManager.Uri)), 
                                    forceLoad: false))">
                                Login
                            </FluentButton>
                        </FluentStack>
                    }
                    else
                    {
                        <FluentStack Orientation="Orientation.Vertical" VerticalGap="20" 
                                     HorizontalAlignment="HorizontalAlignment.Center" 
                                     Style="margin-top: 100px;">
                            <FluentIcon Value="@(new Icons.Regular.Size48.ShieldError())" Color="Color.Error" />
                            <h2>Access Denied</h2>
                            <p>You don't have permission to access this page.</p>
                            <FluentButton Appearance="Appearance.Accent" 
                                OnClick="@(() => NavigationManager.NavigateTo("/", forceLoad: false))">
                                Go to Home
                            </FluentButton>
                        </FluentStack>
                    }
                </NotAuthorized>
            </AuthorizeRouteView>
            <FocusOnNavigate RouteData="routeData" Selector="h1" />
        </Found>
    </Router>
</CascadingAuthenticationState>

@code {
    [Inject] private NavigationManager NavigationManager { get; set; } = default!;
}


What changed?

  1. <CascadingAuthenticationState>: This wraps the entire router and makes authentication state available to all child components. Without it, <AuthorizeView> and [Authorize] attributes won't work.

  2. <AuthorizeRouteView>: Replaces the standard RouteView. This component checks the [Authorize] attribute on routed pages and enforces authorization rules.

  3. <NotAuthorized> with two states: This is subtle but important. The <NotAuthorized> content renders when authorization fails, but there are two scenarios:

    • Not authenticated (context.User.Identity?.IsAuthenticated != true): The user isn't logged in. Show a "Login" button.
    • Authenticated but not authorized (else): The user is logged in but lacks permission (e.g., wrong role). Show an "Access Denied" message.

Protecting Pages with [Authorize]

To require authentication for an entire page, add the [Authorize] attribute:

@page "/posts"
@attribute [Authorize]
@using Microsoft.AspNetCore.Authorization

<PageTitle>My Posts</PageTitle>

<h1>My Posts</h1>

<!-- Your protected content here -->

Now, unauthenticated users who navigate to /posts will see the "Authentication Required" message from Routes.razor, not the page content.

Note: [Authorize] also supports roles and policies (e.g. [Authorize(Roles = "Admin")]) for more granular access control, that's a topic for a future post.


Testing it out:

  1. Run your Aspire app host: dotnet run --project NoteBookmark.AppHost
  2. Navigate to your Blazor app in the browser.
  3. Click "Login"—you should redirect to Keycloak, authenticate, and return.
  4. You'll see "Hello, [your name]" in the header.
  5. Navigate to a page marked [Authorize] without logging in—you'll see the auth required message.
  6. Click "Logout"—you'll sign out of both the app and Keycloak.

Your Blazor app now has full OpenID Connect authentication with Keycloak, with a clean separation between the auth mechanics (Login/Logout pages), UI (LoginDisplay), and enforcement (Routes.razor + [Authorize]).


Conclusion

You've now integrated Keycloak authentication into your .NET Aspire application. The key pieces:

  1. Aspire orchestration: AddKeycloak(), .WithReference(), and .WaitFor() handle container lifecycle and configuration injection.
  2. OIDC pipeline: The standard ASP.NET Core authentication middleware, configured for Keycloak's OIDC endpoints.
  3. HTTP flexibility: Logic to handle HTTP Keycloak in dev while enforcing HTTPS in production.
  4. Persistent data: WithDataVolume() ensures your Keycloak realm config survives restarts.

This pattern scales beyond Keycloak, Aspire's resource model works the same way for databases, message queues, and other services. Once you've mastered .WithReference() and .WaitFor(), you can compose complex distributed systems with confidence.

The full working implementation is available in the NoteBookmark repository, including the AppHost configuration, Blazor components, and Docker Compose files referenced throughout this post.


Useful links


Reading Notes #688

I'm always on the lookout for innovative ideas to streamline my development workflow. This week, I stumbled upon some fascinating reads that caught my eye, among them, an article about building an AI-powered pull request agent using GitHub Copilot SDK, and another demonstrating the secure use of OpenClaw in Docker sandboxes.


AI

Programming

~frank


Reading Notes #686

This week's Reading Notes is packed with AI insights, open-source discoveries, programming tips, and podcast episodes that will leave you eager to dive in. From Ralph Wiggum's coding secrets to the dangers of one-shot glamour, we've got it all covered. So grab your favourite beverage, settle in, and get ready to level up your tech game!

AI


Open Source


Programming


Podcast

~frank


Reading Notes #683

A lot of good stuff crossed my radar this week. From Aspire’s continued evolution and local AI workflows with Ollama, to smarter, more contextual help in GitHub Copilot, the theme is clear: better tools, used more intentionally. I also bookmarked a few thoughtful pieces on leadership and communication that are worth slowing down for. Plenty here to explore, whether you’re deep in code or thinking about how teams actually work.

Meetup MsDevMtl

Programming

AI

Open Source

  • The end of the curl bug-bounty (Daniel Stenberg) - I didn't know about this effort, and it's sad to learn about it too now, of course, but I'm glad those programs exist.

Miscellaneous

  • Why I Still Write Code as an Engineering Manager (James Sturtevant) - There is still hope, everyone! But more seriously, an inspiring post that managers should read.

  • The Art of the Oner (Golnaz) - Another great post from Golnaz talks about how to help the message to land. How and why one takes are helping when presenting and the effort it represents.

Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, and books that catch my interest during the week.

If you have interesting content, share it!

~frank



Reading Notes #682

This week’s Reading Notes bring together programming tips, AI experiments, and cloud updates. Learn to build Python CLI tools. Untangle GitHub issue workflows. Try running AI models locally. Catch up on Azure news. And explore ideas around privacy and cloud architecture. Short reads. Useful takeaways.


Programming

AI

Miscellaneous

~frank

Reading Notes #681

This week’s reads blend cutting-edge tech with practical insights, like how Aspire elevates JavaScript to a first-class citizen in modern development, or why AI’s push toward typed languages might just be the future. From building a self-hosted model registry to uncovering AI’s surprising role in video

little snowman

production (who knew Adobe had a sound AI gem?), there’s plenty to unpack. And if data-driven wardrobe experiments count as quirky, this week’s got you covered too.

Programming

  • Aspire for JavaScript developers (David Pine) - JavaScript and all its frameworks are now first citizen in Aspire. This post explains what it means and what the benefits are for developers.

AI

Miscellaneous

~frank


Reading Notes #679

Exploring the intersection of AI and code this week, I stumbled on a treasure trove of practical insights, from building AI agents in n8n to Meta’s groundbreaking SAM Audio model. The blend of low-code tools, IDE integrations, and deep dives into .NET profiling shows how innovation is bridging creativity and technical rigor. Whether you’re automating workflows or decoding audio separation, there’s something here to spark curiosity and curiosity-driven coding.


AI

Programming

~frank


Reading Notes #678

In the ever-evolving tech landscape, this week’s reading notes blend cutting-edge tools with timeless insights. From Python’s growing role in .NET ecosystems to hands-on experiments with AI-powered data ingestion, there’s plenty to explore. Meanwhile, reflections on community, confidence, and finding our “second place” in a fast-paced world add a human touch. Jump into how developers are pushing boundaries, embracing new editors, and learning that growth starts with choosing courage, even when it’s scary.


Programming

Podcasts

Miscellaneous

  • All good things must come to an end (Salma Alam Maylor) - I totally understand, but it is sad news to see her go out of the streaming business. She is amazing, I'm sure she's still rocks whatever she does.
~frank


Reading Notes #673

This week’s notes focus on where AI meets everyday development: Copilot and Azure for tighter, faster workflows, a thoughtful overhaul of Aspire’s deploy CLI, and a hands‑on look at building MCP servers in C#. Security threads through it all with practical DevSecOps and Shadow IT reminders plus podcast picks on teaching, acronyms, and tackling imposter syndrome.


AI

Programming

Podcasts

Miscellaneous

Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, and books that catch my interest during the week.

If you have interesting content, share it!

~frank

Reading Notes #672

Welcome to this week's reading notes! We're exploring topics that might seem refreshingly old-school at first, developer experience improvements, cross-platform packaging, logging strategies, and even podcast succession planning. You know, the kind of practical stuff that actually keeps our projects running. Though I should mention there's a conversation about local AI models tucked in there too, because apparently it's still 2025. Sometimes the best way forward is making sure our foundations are solid.


Programming

Databases

Podcasts

Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, and books that catch my interest during the week.

If you have interesting content, share it!

~frank



Reading Notes #668

This week covers Microsoft’s open-source Agent Framework for agentic AI, prompt-injection risks and mitigations, and the causes of language model hallucinations. It also highlights NuGet package security updates, Azure SQL Data API Builder improvements, Reka’s new Parallel Thinking feature, and the latest in AI benchmarking.


Cloud

Programming

AI

Databases

Miscellaneous


Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, and books that catch my interest during the week.

If you have interesting content, share it!

~frank

Reading Notes #665

In this edition, we explore modern development's evolving landscape. From Microsoft's .NET Aspire simplifying distributed applications to AI security considerations, Git workflow optimizations, and backlog management strategies, there's something here to spark your next breakthrough.


The tech world never sleeps, and neither does innovation. Let's explore what caught my attention this week and might just spark your next big idea or solve that problem you've been wrestling with.

Programming


AI


Open Source


Podcast


~frank

Reading Notes #660

This week’s notes cover GenAI vs agentic AI, fresh Docker and Aspire news, how to run WordPress in containers, and building apps with React and .NET. Plus a few podcasts worth a listen.


Enjoy!

AI

Open Source

  • Does it Make Sense to Run WordPress in Docker? (Lukas Mauser) - Looking at different options to run  WordPress? Check out this blog post. All the code to do it in a docker container is shared and also details the reasons why you should do it or not

Programming

Podcasts

Miscellaneous


Reading Notes #659

This week's reading notes cover a variety of insightful topics, from enhancing your development environment with dev containers on Windows to prioritizing open-source bugs effectively. You'll also find helpful posts on integrating MFA into your login process, exploring RavenDB's vector search capabilities, and understanding the differences between Ask Mode and Agent Mode in Visual Studio.

Happy reading!

a wild turkey in my driveway
A wild turkey in my driveway!?

Suggestion of the week


Databases


Programming

  • Why You Should Incorporate MFA into Your Login Process (Suzanne Scacca) - You think the answer is simple, think again. Nice post that explains the difference between 2FA and MFA and why you should or should not implement one of those

  • Aspire Dashboard (Joseph Guadagno) - Great deep dive about the Aspire dashboard, learn all the features packed inside it


Open Source

  • How I Prioritize OSS Bugs (jeremydmiller) - A very instructive post on a real-life issue. It's harder than people think to prioritize. And it may help you write better bug reports...

AI


Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, and books that catch my interest during the week. 

If you have interesting content, share it! 

~frank

Why Your .NET Code Coverage Badge is 'Unknown' in GitLab (And How to Fix It)


In a recent post, I shared how to set up a CI/CD pipeline for a .NET Aspire project on GitLab. The pipeline includes unit tests, security scanning, and secret detection, and if any of those fail, the pipeline would fail. Great, but what about code coverage for the unit tests? The pipeline included code coverage commands, but the coverage was not visible in the GitLab interface. Let's fix that.

(blog post en français ici)

Badge on Gitlab showing coverage unknown

The Problem

One thing I initially thought was that the regex used to extract the coverage was incorrect. The regex used in the pipeline was:

coverage: '/Total\s*\|\s*(\d+(?:\.\d+)?)%/'

That regex came directly from the GitLab documentation, so I thought it should work correctly. However, coverage still wasn't visible in the GitLab interface.

So with the help of GitHub Copilot, we wrote a few commands to validate:

  • That the coverage.cobertura.xml was in a consistent location (instead of being in a folder with a GUID name)
  • That the coverage.cobertura.xml file was in a valid format
  • What exactly the regex was looking for

Everything checked out fine, so why was the coverage not visible?

The Solution

It turns out that the coverage command with the regex expression is scanning the console output and not the coverage.cobertura.xml file. Aha! One solution was to install dotnet-tools to changing where the the test results was persisted; to the console instead of the XML file, but I preferred keeping the .NET environment unchanged.

The solution I ended up implementing was executing a grep command to extract the coverage from the coverage.cobertura.xml file and then echoing it to the console. Here's what it looks like:

- COVERAGE=$(grep -o 'line-rate="[0-9.]*"' TestResults/coverage.cobertura.xml | head -1 | grep -o '[0-9.]*' | awk '{printf "%.1f", $1*100}')
- echo "Total | ${COVERAGE}%"

Results

And now when the pipeline runs, the coverage is visible in the GitLab pipeline!



And the badge is updated to show the coverage percentage.

Coverage badge showing percentage


Complete Configuration

Here's the complete test job configuration. Of course, the full .gitlab-ci.yml file is available in the GitLab repository.

test:
  stage: test
  image: mcr.microsoft.com/dotnet/sdk:9.0
  <<: *dotnet_cache
  dependencies:
    - build
  script:
    - dotnet test $SOLUTION_FILE --configuration Release --logger "junit;LogFilePath=$CI_PROJECT_DIR/TestResults/test-results.xml" --logger "console;verbosity=detailed" --collect:"XPlat Code Coverage" --results-directory $CI_PROJECT_DIR/TestResults
    - find TestResults -name "coverage.cobertura.xml" -exec cp {} TestResults/coverage.cobertura.xml \;
    - COVERAGE=$(grep -o 'line-rate="[0-9.]*"' TestResults/coverage.cobertura.xml | head -1 | grep -o '[0-9.]*' | awk '{printf "%.1f", $1*100}')
    - echo "Total | ${COVERAGE}%"
  artifacts:
    when: always
    reports:
      junit: "TestResults/test-results.xml"
      coverage_report:
        coverage_format: cobertura
        path: "TestResults/coverage.cobertura.xml"
    paths:
      - TestResults/
    expire_in: 1 week
  coverage: '/Total\s*\|\s*(\d+(?:\.\d+)?)%/'

Conclusion

I hope this helps others save time when setting up code coverage for their .NET projects on GitLab. The key insight is that GitLab's coverage regex works on console output, not on the files (XML or other formats).

If you have any questions or suggestions, feel free to reach out!


~frank



How to Have GitLab CI/CD for a .NET Aspire Project

Getting a complete CI/CD pipeline for your .NET Aspire solution doesn't have to be complicated. I've created a template that gives you everything you need to get started in minutes.

(blog post en français ici)

Watch the Video


Part 1: The Ready-to-Use Template

I've built a .NET Aspire template that comes with everything configured and ready to go. Here's what you get:

What's Included

  • A classic .NET Aspire Starter project (API and frontend)
  • Unit tests using xUnit (easily adaptable to other testing frameworks)
  • Complete .gitlab-ci.yml pipeline configuration
  • Security scanning and secret detection
  • All documentation you need

What the Pipeline Does

The pipeline runs two main jobs automatically:

  1. Build: Compiles your code
  2. Test: Runs all unit tests, scans for vulnerabilities, and checks for accidentally committed secrets (API keys, passwords, etc.)

You can see all test results directly in GitLab's interface, making it easy to track your project's health.

How to Get Started

It's simple:

  1. Clone the template repository: cloud5mins/aspire-template
  2. Replace the sample project with your own .NET Aspire code
  3. Push to your GitLab repository
  4. Watch your CI/CD pipeline run automatically

That's it! You immediately get automated builds, testing, and security scanning.

Pro Tip: The best time to set up CI/CD is when you're just starting your project because everything is still simple.


Part 2: Building the Template with GitLab Duo

Now let me share my experience creating this template using GitLab's AI assistant, GitLab Duo.

Starting Simple, Growing Smart

I didn't build this complex pipeline all at once. I started with something very basic and used GitLab Duo to gradually add features. The AI helped me:

  • Add secret detection when I asked: "How can I scan for accidentally committed secrets?"
  • Fix test execution issues when my unit tests weren't running properly
  • Optimize the pipeline structure for better performance
screen capture in VSCode using GitLab Duo to change the default location for the job SAST

Working with GitLab in VS Code

While you can edit .gitlab-ci.yml files directly in GitLab's web interface, I prefer VS Code. Here's my setup:

  1. Install the official GitLab extension from the VS Code marketplace

Once you've signed in, this extension gives you:

  • Direct access to GitLab issues and work items
  • AI-powered chat with GitLab Duo

GitLab Duo in Action

GitLab Duo became my pair programming partner. Here's how I used it:

Understanding Code: I could type /explain and ask Duo to explain what any part of my pipeline configuration does by highlighting that section.

screen capture in VSCode using GitLab Duo to explain part of the code

Solving Problems: When my solution didn't compile, I described the issue to Duo and got specific suggestions. For example, it helped me realize some projects weren't in .NET 9 because dotnet build required the Aspire workload. I could either keep my project in .NET 8 and add a before_script instruction to install the workload or upgrade to .NET 9; I picked the latest.

Adding Features: I started with just build and test, then incrementally asked Duo to help me add security scanning, secret detection, and better error handling.

Adding Context: Using /include to add the project file or the .gitlab-ci.yml file while asking questions helped Duo understand the context better.

Learn More with the Docs: During my journey, I knew Duo wasn't just making things up as it was referencing the documentation. I could continue my learning there and read more examples of how before_script is used in different contexts.

The AI-Assisted Development Experience

What impressed me most was how GitLab Duo helped me learn while building. Instead of just copying configurations from documentation, each conversation taught me something new about GitLab CI/CD best practices.

Conclusion

I think this template can be useful for anyone starting a .NET Aspire project. Ready to try it? Clone the template at cloud5mins/aspire-template and start building with confidence.

Whether you're new to .NET Aspire or CI/CD, this template gives you a good foundation. And if you want to customize it further, GitLab Duo is there to help you understand and modify the configuration.

If you think we should add more features or improve the template, feel free to open an issue in the repository. Your feedback is always welcome!

[Screen capture of the Aspire template project on GitLab




Thanks to ‪David Fowler‬ for his feedback!