Android development is resource hungry. In fact, even a top of the line MacBook Pro can barely handle a mid to large pro

The only drawback from this approach is that some IDE keyboard shortcuts conflict with the browser’s own shortcuts. For instance, cmd w closes the browser tab instead of one of the tabs in the IDE. There is a work around for that though, by adding the page as a desktop shortcut, which opens any website in app mode. With that, everything has been working really well for me, including all my shortcuts. When putting Chrome in full screen, it pretty much feels like the real thing.

The beauty of this approach is that even with a slow connection, it renders crisp, pixel-perfect fonts and UI, because it understands the underlying software, so it can render fonts in vector format. Input is also very responsive, because the protocol is specialized, and therefore optimized. This is the killer advantage over more generic remote desktop solutions like VNC, which stream pixels directly. Remote desktops solutions usually render blurry fonts and feel unresponsive over slow connections.

Pressing “run” in my browser triggers a build on my remote server, which then streams the APK via ssh to my laptop and then via WiFi to my device. What a time to be alive.

The idea behind Projector is simple but rather brilliant. It intercepts drawing commands from the IDE (or any Swing application) with a custom drawing engine (AWT implementation) that instead of rendering things on screen, records each command, serializes them and sends them to a web client. The web client interprets those drawing commands and renders them in a web page. The web client records keyboard and mouse input, and sends it back to the IDE via AWT.

You still need a beefy machine either in the cloud on on your local network to do the actual heavy lifting of running the IDE and Gradle builds. Luckily cloud VMs are now a commodity, and you can get one up and running in a matter of minutes via services like Amazon AWS, Google Cloud or Microsoft Azure. I went with AWS, chose an EC2 instance with 8 cores, 32Gb of RAM and 100 Gb of storage. Running the instance costs me around $0.40 / hour, not cheap if you’re running it 24/7, but since I use it only for a few hours a week for my personal projects, it ends up being quite affordable. Even if I used it for 8 hours a day, 5 days a week, it would cost me around $64 / month. Not bad considering I don’t need an expensive laptop anymore.

After trying different approaches like Mirakle, with decent success, my good friend Ty Smith told me about an incubator project by JetBrains called Projector. In essence, it allows you to access any JetBrains IDE through your browser with a clever trick. I tried it out, and was blown away. With this approach, you can seamlessly code from any device that can run a browser. In fact, here’s Android Studio “running” on my phone, because why not.

Without the constraints of a beefy hardware, I can choose a development machine that is portable, lightweight, and much cheaper! A good choice in my opinion is a decent Chromebook, a MacBook Air, or a Surface Go. I even considered an iPad as an alternative, it works, but definitely not as comfortable as a real laptop. My personal favorite so far is the Pixelbook Go, great keyboard and super lightweight, been really enjoying coding from it.

Traffic prediction plays an important role in forecasting traffic, ultimately helping to optimize route planning and accurate estimated times of arrival (ETAs). Access to real-time traffic information reduces travel times while improving safety and fuel or energy efficiency.

Have you ever sat in traffic wondering how much time you could have saved if you weren’t stuck in gridlock? What about if you had taken the left turn at the junction instead of continuing on the highway only for a never-ending queue of vehicles to greet you?

Pressing “run” in my browser triggers a build on my remote server, which then streams the APK via ssh to my laptop and then via WiFi to my device. What a time to be alive.

When I want to work on my projects, I just start my EC2 instance, run Projector on it, then open a Chrome tab and I’m ready to code. No more crazy fans, no more overheating!

My personal laptop, a 4 year old Razer blade with 16 Gb of RAM, starts FLYING as soon as I open Android Studio on one of my personal projects with only a handful of modules. The fans blow louder than when playing a 3D video game, it’s been driving me nuts.

So I started looking into alternatives. How can I work on my Android projects without my laptop turning into a burning furnace? The answer is of course running the expensive stuff in the cloud.

Turns out with a simple ssh tunnel (one simple command line instruction) you can “link” adb on your local machine and on the remote server, so it looks like your device is directly connected to the remote server, and appears in the remote Android Studio like usual.

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is works, you need to understand some things about memory. Asking for data in one particular memory location is slow. But there is no difference in the delay getting 1 byte compared to getting say 128 bytes. Data is sent across what we call a databus. You can think of it as a road or pipe between memory and different parts of the CPU where data gets pushed through. In reality, it is of course just some copper tracks conducting electricity. If the databus is wide enough you can just get multiple bytes at the same time.