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Something to Know about gRPC in ASP.NET Core 3

Tuesday, October 22, 2019 by K. Scott Allen

gRPC is a framework you can use in ASP.NET Core 3 to build APIs. The gRPC framework offers both advantages and disadvantages compared to the HTTP based APIs we’ve always been able to build using ASP.NET Core controllers. But, there’s one important aspect of gRPC that is often overlooked in the wave of 3.0 evangelism you read in blogs, hear in podcasts, and see in videos and conferences:

gRPC services won't work in IIS or Azure App Services.

IIS and App Services constitute a non-trivial share of production environments for AspNet Core, so it is regrettable that some developers discover late in the development process that gRPC won’t work for them. Only recently has the documentation for gRPC started to include a warning message:

gRPC warning

What Doesn’t Work?

The warning itself is misleading. IIS and App Services have two different problems.

It’s true that IIS cannot current host a gRPC service because http.sys doesn’t support trailing headers. gRPC relies on trailing headers to communicate vital information, like call status. The first sign of trouble here appears when you scaffold a new gRPC service project using Visual Studio. AspNet Core projects typically include the option to develop using IIS Express, but this launch option is not present after running the gRPC scaffolding.

In Azure, Windows based App Services use IIS and have the same http.sys limitation. However, you can’t circumvent the problem by hosting in a Linux or using a custom container. The App Service front-end terminates incoming TLS connections before forwarding unencrypted messages to your App Service worker. Your gRPC service will refuse to communicate over http and return only HTTP 426 Upgrade Required errors.


There’s currently no timetable I can find for either IIS or App Services to make a workable environment for gRPC services. Fortunately, there are other options for hosting gRPC services in Azure and the cloud including using Kestrel directly in a virtual machine or in a Kubernetes cluster.

The bigger issue for me is the reoccurring problem where Microsoft messaging around new AspNet Core features doesn’t consider the realities of production. Another example of this problem was with the original .NET Core release. While Microsoft was promoting the record performance benchmarks of AspNet Core, all of us hosting AspNet Core on IIS were seeing performance numbers worse than MVC 5. The confusion took a long time to clear up.

UseNodeModules Updated for .NET Core 3

Monday, October 7, 2019 by K. Scott Allen

UseNodeModules is a NuGet package I put together a few years ago. The package gives you an easy way to install middleware for serving content directly from the node_modules folder in an ASP.NET Core project.

 public void Configure(IApplicationBuilder app)
    app.UseNodeModules(maxAge: TimeSpan.FromSeconds(600));

The idea is that during development you can use npm to manage all your client-side dependencies and you can use those dependencies immediately instead of setting up a process to copy files into the wwwroot folder. In production, you might use environment tag helpers to serve files you’ve bundled during a build, or to use minified files from a CDN. During development, however, you don’t have to wait for bundling, minification, and copying to occur.

Here's an example with Bootstrap 4. In development we'll serve directly from the node_modules folder. In any other environment we'll serve a minified file from a CDN, but with fallbacks to the node_modules folder in case the CDN is unavailable.

<environment include="Development">
    <link href="~/node_modules/bootstrap/dist/css/bootstrap.css" rel="stylesheet" />
<environment exclude="Development">
    <link rel="stylesheet" href="//ajax.aspnetcdn.com/ajax/bootstrap/4.3.1/css/bootstrap.min.css"
    asp-fallback-test-class="sr-only" asp-fallback-test-property="position" asp-fallback-test-value="absolute" />

Be aware that dotnet publish will not copy the node_modules folder to the published output directory. You can change this behavior by adding the following to the .csproj file.

    <Content Include="node_modules\**" CopyToPublishDirectory="PreserveNewest" />

A nice side benefit of the above code is how Visual Studio users will also see node_modules in the Solution Explorer view. Otherwise, the folder is hidden by Visual Studio, which I’ve never understood.

Thanks to Shawn Wildermuth for the help!

The Blazor Bet

Tuesday, September 24, 2019 by K. Scott Allen

Today's release of .NET Core 3 is significant. By supporting Windows desktop development and dropping support for the full .NET framework, v3 makes a statement - not only is .NET Core here to stay, but .NET Core is the future of .NET.

Included in all the fanfare is Microsoft's new web UI framework by the name of Blazor. Blazor gives us the ability to write interactive UIs using C# instead of JavaScript and it works using one of two different strategies. The first strategy compiles C# code into WebAssembly for execution directly in the browser. This WebAssembly strategy is still experimental and won't see a supported release until next year.

The second strategy sends client events to the server using SignalR. C# code executes on the server and produces UI diffs, which the framework sends back to the client over SignalR for merging into the DOM.

Server-side Blazor

Most people won't see much risk in moving to .NET Core these days. Blazor, on the other hand, doesn't have a clear path to success.

Out of the Frying Pan

Client-side development is a subjective experience. There are developers who embrace the organic JavaScript ecosystem. There are also developers who are desperate to see Blazor succeed because the messiness of working with disparate package managers, compilers, and frameworks du jour is raw and frustrating. These individuals don't necessarily dislike JavaScript, but they do feel vastly more comfortable and productive using a language like C# and tools designed to work seemlessly end to end.

These developers typically stick to building applications using server-rendered HTML because the environment is simple and productive. Yes, there is always a push to be more interactive, depending on the type of application being built, but sometimes a well-placed JS component will work well enough and avoid the complexities of building a full blown SPA.

For these teams that have avoided the Angulars, Reacts, and Vues – is now the time to jump into client UI using Blazor?

Typical Blazor App

And into the Fire

One of the first arguments against Blazor is the "look what happened to Silverlight" argument, a reference to Microsoft's last successful client UI framework. A framework Microsoft killed just as the framework was reaching peak popularity.

I personally don't consider what happened with Silverlight to have any impact on the decision to use Blazor, or not. I say this partly because Microsoft is a different company today compared to 10 years ago, but also because every Microsoft product and framework faces the same risk. Microsoft will always be inventing frameworks, then promoting and evangelizing those frameworks as the solution to all software problems. Microsoft will continue investing in those frameworks until one day, something better comes along, and suddenly, with no fanfare or formal announcement, you'll find the framework dead on the vine.

This isn't just Microsoft's history for decades, but a chronic condition of the software industry. Ask WCF customers.

The bigger risk, I think, is in the execution strategies. The WebAssembly approach, where code executes in the browser, is the solution we want to see working, but WASM is still in preview because of technical issues. When the WASM approach does arrive, we still need to evaluate how well the approach works. How much does the browser need to download? How good is DOM interop from C# code? How will the compiler work with all the evolving interfaces of the W3C? Will the development experience be as iterative as today's hot-reload experience? There's many questions to answer.

Blazor and WASM

With WebAssembly on hold, we are left with the server-side execution model. But, there's something about this model that doesn't pass a sniff test. We've been told over the years that stateful web applications are evil. We've been told over the years that the network is slow, unreliable, and not to be trusted. Suddenly, Blazor enters the room and talks about storing state on the server and running click events over the network. The mind explodes with questions. Does this even scale? Can it be trusted? What happens to my mobile users in a train tunnel?

Everything about this first version is wrapped in caution tape. Everyone wants to make a prototype to see how it works. Nobody is ready to bet the farm.

Consider Issue Number 12245

Remove stateful prerendering is an innocuous title, but the implications for Blazor are considerable.

To summarize the issue – each Blazor component requires some space on the server. If you request too many components, the server can run out of space. Thus, malicious users can leverage Blazor to DOS your servers.

Issue 12245 is the type of issue that comes to mind when "run client logic on the server" is listed as a Blazor feature. How can there not be issues with security and scale?

Like with many security problems, the solution is to eliminate a useful feature. Now, you can't use Blazor to render a component that depends on a piece of state or a parameter. The only state the component can use is state the component creates once the component connects to the server.

Unfortunately, the solution eliminates many component use cases. Let's say I don't want to build a SPA. I want to add interactivity to specific pages in an app. To do so, I'll create components that can render an account by ID, or show the score for games on a specific date. With stateful prerendering it was easy to pass an ID or a date to a component and let the component go out and fetch whatever data it needs.

No stateful prerendering means there is no direct mechanism for passing parameters to a component. Components will need to dig parameters out of a URL, or use JSInterop to fetch parameters from state embedded in a page. Although both are possible, it does make some component scenarios impossible, and almost all scenarios become a bit more hacky.


In the end, I believe WebAssembly is the model we want to use with Blazor. I'm curious to see if the server-side model, with it's inherent limitations, will continue to live once WebAssembly arrives. The server model will probably be easier for developers to use, but we can already see how limitations will hinder widespread adoption.

New Pluralsight Course – ASP.NET MVC 5 Fundamentals

Wednesday, September 18, 2019 by K. Scott Allen

Yes, ASP.NET MVC 5 Fundamentals is a new course, made from scratch, and made with care.

I’ve been asked why I’m taking the time to make courses on frameworks that are old and out of fashion. The answer is because an extraordinary number of extraordinary people work with this legacy framework, and my existing MVC 5 course was out of date. As the author of several legacy-but-still-revenue-generating web forms applications, I have a soft spot for developers who aren’t working with the latest and greatest technologies. This new MVC 5 course is for those developers who quietly keep the lights on in the world.

MVC 5 Fundamentals

.NET Core Opinion 14 - Razor Pages for HTML, Controllers for APIs

Thursday, September 12, 2019 by K. Scott Allen

.NET Core opinions are returning from a summer holiday in time to brave the melancholia of autumn.

ASP.NET Core 2.0 introduced Razor Pages, which I believe are superior to the MVC framework when building HTML applications with .NET Core.

Razor Pages encourage a separation of concerns in presentation layer logic, just as the MVC framework does. Razor pages also follow patterns like dependency injection that promote flexibility and testability. But, Razor Pages also offer clear advantages over MVC when generating HTML and processing forms on the server.

Pages Bring Focus

Razor Pages encourage developers to remain constrained in the number of features they add to a class. With pages, you typically pick a specific feature to implement using only GET and POST methods, while controllers can grow to implement dozens of different actions.

Pages versus Controllers

It was easy to see the overstuffed controller phenomenon when using the ASP.NET Identity framework. The Razor Pages version of ASP.NET Identity (shown below on the left) makes it easy to find specific features because the pages are granular. The controller version uses only two controllers with dozens of assorted actions inside. It’s worth noting that the ASP.NET Identity project now supports only Razor Pages when scaffolding a UI.

Imagine trying to find the functionality to change a password in the application. With Razor Pages it is easy to spot the page, while the controller approach hides the feature inside a mega-controller with views and models scattered across other directories.

Pages Organize Features

Speaking of feature organization, I’ve always been a fan of feature folders with the MVC framework. The MVC design pattern wants us to separate concerns using controllers, views, and models. But, nothing in the MVC framework says the models, views, and controllers need to be physically separated into distinct files and spread across separate directories. One of the more frustrating aspects of working with MVC, other than HTML helpers, was trying to track down all the files I need to open when working on a specific feature.

Razor pages maintain a separation of concerns without spraying code across the file system. The page code functions like a controller while the page view contains the presentation logic. You’ll find the code file and the view file nested together. Models and view models can live anywhere but are typically exposed as direct properties of the page, so all the pieces are easy to find.

public class DetailModel : PageModel
    private readonly LeagueData leagueData;

    public int SwanCount = 59;
    public Season Season { get; set; } = new Season();

    public DetailModel(LeagueData leagueData)
        this.leagueData = leagueData;

    public void OnGet(int id)
        var query = new SeasonDetailQuery(id);
        Season = leagueData.Execute(query);

Pages Build Better URLs

Anecdotal evidence tells me that applications built with Razor pages have better URL structures than apps with controllers. Controller apps tend to overuse the default routing template, which leads to a flat URL structure and lots of controller actions taking an ID parameter. Razor pages, on the other hand, tend to promote the organization of related pages into subfolders. Given that ASP.NET Core derives a page URL from the page’s physical location, the URLs are hierarchical and better describe the different features and regions of an application. It’s also easy to look at the UI, and find the Razor page responsible for a particular screen.

What Are Razor Pages Missing?

Razor pages have a lot to offer, including features I haven’t detailed yet, like automatic anti-forgery token validation.

There are also features that do not exist in Razor pages, despite what the ill-informed say.

There is no viewstate in Razor pages. There are also no synthetic initialize or click events. A Razor page is no more stateful than a controller with it’s ModelState data structure. In short, Razor Pages aren’t related to Web Forms or Web Matrix Web Pages. Razor pages are an authentic abstraction for programming the web.


Razor Pages are a welcomed refinement to the MVC framework and include many optimizations for sever-side HTML generation and form processing. Try them out before rushing to judgment!

The need to use the MVC framework is fading into the background with ASP.NET Core. Instead of MVC, we have Razor Pages for HTML apps, Controllers for 'REST' APIs, gRPC services for coupled APIs, and SignalR for real time communications.

Thoughts on 'Are We Done Yet?'

Wednesday, September 4, 2019 by K. Scott Allen

A classic question in software is "are we done yet?". This is not just a question for software developers. Anyone who is working in IT needs to ask the question when writing code, testing a feature, upgrading a network, or designing a user experience.

There is no perfect answer to the question. Every individual, every team, every business scenario will have a different answer, and you’ll only know if the answer was good using hindsight.

However, we need to make sure we ask the question and think about the answer.

When Is Fast Too Fast?

Most of us work in a business that wants to move fast. We feel a lot of pressure to release software as quickly as possible and move on to the next task. We descend on tasks like peregrine falcons - moving quickly and finishing jobs at breakneck speeds.


There’s a danger in moving too fast. We take shortcuts, we rely on short term thinking, and we accumulate technical debt. Moving too fast today will force us to go slower tomorrow. We’ll spend more time tracking down bugs that are hard to find, and it takes longer to make changes in brittle code.

We need to avoid future slowdowns by moving at a sustainable pace. A sustainable pace requires us to change our definition of "done".

Two Types of Requirements

Most teams tend to focus on functional requirements. A functional requirement is how we think about the behavior of a system. For example – "must import an HL7 XML file", or "must compute the customer discount". A job can’t be done until the functional requirements are satisfied.

A business might also include some non-functional requirements. Non-functional requirements describe a specific characteristic or quality of a system. For example – "must comply with U.S. section 508 accessibility laws", or "must maintain a median response time less than 3 seconds".

Good development teams will go beyond just the requirements handed over by the business. Here are three specific non-functional requirements that we often sacrifice so we can move faster. However, without these requirements we are going to move slower in the future. The pace is unsustainable.


We need to build maintainable software. The code we write today might be around for many years. I have a 20-year old web forms application still in production. We need to make sure code is clean and, in the right places, extensible.


Most clouds makes it easy for one developer to publish software into a platform. Unfortunately, it then becomes easy for the entire team to think of the one developer as The Person Who Does Every Install and never bother with automating the install so that anyone can deploy the software at any time. The irony here is that DevOps platforms and cloud themselves have never been so easy to automate. Good teams will automate every step ruthlessly.


Nothing is more time consuming than bugs that leave behind no clues. Instead of fixing problems, teams can spend days hypothesizing about what could be going wrong. Today's micro-service architectures with distributed messages make the scenarios even more difficult. There are, however, good solutions. Teams have to take the time to make software observable, and use telemetry frameworks that know how to correlate cross-process activities.

Are We Done Yet?

Most of us should say our software isn’t good enough for the first release into production until it is maintainable, deployable, and observable. To achieve these goals we want to:

  • Schedule more regular design and code reviews.

  • Automate deployments to the point where someone who is not on the team can deploy the app with a minimum amount of instruction.

  • Include error scenarios in test plans. Users should see friendly error pages with a transaction code they can capture. Errors in any page, controller, form, or API endpoint needs to generate diagnostic information in a queryable data source.

Question and Answers from Pluralsight LIVE! 2019

Wednesday, August 28, 2019 by K. Scott Allen

Here are some questions, with answers, from my interview session at Pluralsight LIVE!.

How did you get started in .NET programming?

I was working for a Microsoft shop when Microsoft first released .NET. At the time I was writing COM components in C++. I read about .NET in MSDN magazine, which is defunct now, sadly, but I wanted to be the first person at my company to understand .NET and be able to lead the charge in a new direction.

Pluralsight LIVE!

You've been teaching C# and .NET topics for a long time. What keeps you in the .NET ecosystem?

The .NET ecosystem has always been a good ecosystem, although there were some dark days when Silverlight died, and Sinofsky announced the Win8 development stack, which made no mentions of .NET. I'm happy the ecosystem is back and healthier than ever. Teams inside Microsoft embrace .NET Core, and we are seeing a .NET renaissance.

I’ve stayed here because the ecosystem is familiar, yes, but also exciting again. .NET is also not as fragmented and disjointed like other ecosystems, and I still think .NET has the best tools and can be the most productive.

C# 8 is almost here. What's a feature you're excited about?

I hope development teams embrace non-nullable reference types. I’ve been using non-nullable references in a new project, and I’m seeing why developers rave about languages, like F#, where you don’t have to spend as much time reasoning about nulls. You might have to work a bit harder at first, but there’s a certain amount of complexity that disappears from your thinking, and from the code itself.

What was one of the biggest technical hurdles you've ever had? How did you overcome it?

The reoccurring hurdle in my career has been data. If only we could write software without worrying about data! I’ve always worked on projects where even getting to the data is a challenge. Real data is always dirty and messy, so one tough job is cleaning up data for the software to work.

Another reoccurring hurdle has been mapping data. I've spent most of my time in the mortgage industry and the healthcare industry, and in both places there is always difficulty in moving data from one system to another. You need to change identifiers and lookup codes. You also need to change the shape of the data, sometimes matching two pieces together, sometimes splitting one piece apart.

Another hurdle is the volume of data, especially these days. How do you move large datasets from one source to another? I feel there is an iron triangle in the extract, load, and transform operations. You can be flexible. You can be fast. You can be cheap. But, you can only pick two of those three qualities.

Salt Lake City at Night

I don't think I've ever overcome the data hurdle, so to speak. Software is about tradeoffs. For the complex problems in real-world software you'll never find perfect solutions. What you hope to find is a solution that removes some of the problems you want to avoid, and gives you a set of problems you are willing to deal with.

A good example is picking a database technology. Do you need flexibility in how to evolve the schema? Pick a document database, but understand the problems you'll face with reporting and aggregations. Does the business require strict consistency? Pick a relational database, but understand the challenges you'll face in scalability and object-relational mapping. Want the best of both worlds? Send your writes to a relational database and query from a document database, but understand the new set of problems stemming from the additional complexity of maintaining two data stores. Software is all about tradeoffs!

What does YOUR learning plan look like? When you discover a new technology and want to learn it what's your approach?

I need to be hands on. I’ll give you a recent example where I was gearing up to learn Apache Spark. I read quite a bit about Spark at high level. I watched some videos. I browsed some blog posts. I understood the types of problems Spark is trying to solve and how Spark relates to other technologies like Hadoop. But, I learned more about Spark in 30 minutes after I installed the software locally and worked through some examples in the Spark shell, which is like a REPL for Spark.

By the way, REPLs are always avfantastic tool for learning and exploring a technology or language.

Alex Honnold - Free Solo!

What's a good technique for someone struggling to learn a technology to help get over a hump?

Have patience and be persistent! Something I’ve realized over the years is how much I continue to learn about technologies I think I already know as time passes. I believe the learning happens because my perspective changes over time and I can see the technology in a different light.

An example would be delegates in C#. I found delegates to be confusing and difficult to learn when I started with C#, and based on what I hear from my students, this is true for nearly everyone. Over the years I learned about other languages, like Python and Ruby and JavaScript, where functions are first class. I began to see past the complicated C# syntax for delegates and understand some of the simple functional concepts that form the basis of delegates. You could say my experience gave me a brighter light to shine on the subject of delegates so I could see them clearly for what they are, and what they are capable of.

If you feel like you are stuck on a topic, try approaching the topic from a different direction. Try to solve a different problem with the technology, or try a different technology with the same problem. The range of experiences you can gather will help you gain the insights you need, but experience takes time. Learning is a marathon race, and not a sprint.

What is one of the coolest tech changes you've seen in the last year?

Without a doubt the best change is the move towards ethical computing and ethical software. I feel fortunate and privileged to have grown up in the golden age of computing, where every day, and every month, and every year computers grew more powerful and made positive impacts in my life. For example, if I think back to the first time I came here to Salt Lake city, it was in the days before the iPhone. I had to rent a car, and look at a map to plan my drive from the airport. I spent lots of time and money just managing the logistics of the trip.

Yesterday, I flew into the airport with no preparation and used my phone at baggage claim to book a $15 ride to the hotel. Technology boosted my productivity all through the trip, and removed a lot of stress.

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I worry that in the future I might have grandkids and they won't see computers as powerful and fun. I worry they might see computers as tools of oppression, or depression. I believe it was Scott Galloway that said something like social media is to mental health what smoking was to the physical health of our parent's generation. In other words, when I was growing up,I remember seeing the magazine ads with the Marlboro man and marketing copy about all the pleasures of smoking. Smoking was cool and doctor approved! Most people today understand the physical tolls of smoking on the respiratory and cardiovascular systems. Smoke is a poison. I genuinely worry that future generations will look back at social media's impact on mental health in the same light, and maybe even the Internet in general. The unlimited content, the unlimited conflict, and the AI algorithms designed to feed us dopamine boosts to keep us hooked – these are all pushing into dangerous boundaries.

You've spent a lot of time with Angular. What is something you really like about it?

I still think Angular 1.5 was the best version of Angular. Yes, Angular in the v1 days had quirks, and a strange vocabulary, and was not the easiest framework to learn. But, Angular was an amazingly productive framework once you got over the initial hurdles.

What do you think the next year or two looks like for angular as a technology?

Speaking of mental health, I walked away from front-end development about 20 months ago. I feel much more relaxed these days.

What is one thing an angular developer can study or learn that will help them be more effective?

If you are in front end development, or the JavaScript ecosystem in general, the one thing I would say is to make sure you learn the timeless skills. Yes, to do the best work you’ll need to know your framework, your language, and the operating environment. You'll need to know it all cold. But, there are diminishing returns to this learning path because the technologies here are ephemeral and what you'll need in 5 years will be different.

Timeless skills would be skills like designing a user experience, or writing clean code as a craft, or leading a software team. Those skills are still valuable in 5, 10, 20 years.

Azure is red hot and something you're well into. What's the coolest new feature they've come out with in the last year?

Azure DevOps amazes me. I have always been someone who promotes and works toward good configuration management practices. I once wrote a custom build engine so the company could have a repeatable build and release process. We could check-in source code to start a build, and have the build package the software for deployment. This was 18 years ago. That system was a lot of work, but a lot of fun to build and gave us many advantages.

Eventually Microsoft’s Team Foundation Server replaced the system, but TFS was also a lot of work to install, configure, and maintain. DevOps makes it so easy to setup a source code repository, define a build, define a release, and track work items. I don’t have to spend time on infrastructure problems or worry about upgrades.

Author Game Night at Quarters

What does the next year look like for Azure? What big changes do you anticipate?

I think we will see more serverless platforms, or, more of the existing platforms move to a serverless model. The word serverless is thrown around too much as a marketing term, though, so let me be more specific. I think we will continue to move to a model in the cloud where we pay for what we use instead of paying for what we provision. That’s what serverless means to me.

I want to tell Azure here is my code, and here is my data. Now, if I have 1,000 customer requests tomorrow bill me $1 for the day. And, if there are 10,000 requests the day after bill me $10 for the day. Then, if there are one million requests the next day, bill me $100. I don’t want to define what type of service plan I need and then setup and configure auto-scale rules. I don’t want to pay to reserve the virtual hardware for 2 million requests and then only have 1 customer show up. All this AI power in the cloud should give me what I need just in time.

What changes do you see for developers in the coming year or two. What big shifts can we expect to see?

I’ve never been particularly good at predicting software futures, but I do think the pressures of ethical computing will continue to grow. As software developers we are accustomed to attending family reunions and trying to avoid those relatives who want us to fix their PC, or hook up their printer, or help them download pictures from their flip phone.

I’m worried we are going to start avoiding those relatives who ask us harder questions. Like, why did bad software allowed their identity to be stolen, or my car to avoid an emission test, or crash an airplane, or discriminate against individuals. I think we need to start using tools like the Ethical operating system, which is a toolkit for evaluating risk zones to help you think about the long term ethical impacts of software.

If you had to pick 3 truths for being a good developer what would they be? What are three things you wished you knew when you started out?

I mentioned this before, but the first truth is that a career in software development is a marathon, not a sprint. You want to make sure you are continually improving and at a steady pace. It will take some time, but you can be as great as you will yourself to be.

The second truth I wish I knew when I started is that empathy is crucial for software development. If you are a developer who builds a UI, you need to have empathy for the users of your user interface. If you are a developer building a web service, you have to have empathy for the users of your API. When you are writing any line of code, you need to have empathy for the other developers who come along to maintain or change your code. You also need empathy for the ops team. How can you make your software easier to deploy? How can you make your software easier to monitor and troubleshoot when the software is in production?

I can’t overemphasize empathy, and I believe empathy is a skill you can improve. Get to know the people who use your code, who use your software, who operate your software. Get out of your comfort zone and try to experience other people’s viewpoints and opinions.

And finally, hone your ability to do root cause analysis. This will help you not only in software development, but also in your personal relationships, your business relationships, your health, your leadership abilities, and in so many places in life. Learn how to ask the 5 whys. The 5 whys are a good process you can use to start practicing root cause analysis, and you can practice on everyday problems you face in life.

What cool new projects are you working on? What we expect to see from you in the near future?

I've been working with Apache Spark recently, and i find it absolutely fascinating. I think the ability to apply functional programming techniques to distributed computing and large datasets is fascinating and exciting. For .NET developers, think of it as LINQ for big data. Maybe I'll be able to put together a course for .NET developers who need to use Spark.