Recently DeepCode, which is a static analyzer based on machine learning, began to support checking of C and C++ projects. And now we can find out the differences between the results of the classic and the machine-learning static analysis.

Static analysis is an extremely useful tool for any developer, as it helps to find in time not only errors, but also suspicious and strange code fragments that may cause bewilderment of programmers who will have to work with it in the future. This idea will be demonstrated by the analysis of the TensorFlow.NET open C# project, developed for working with the popular TensorFlow machine learning library.

I've already noticed a few times before that programmers seem to tend to make mistakes in simple copy functions. Writing a profound article on this topic is going to take quite a while since I'll have to do some thorough research and sample collecting, but for now I'd like to share a couple of examples I stumbled upon recently.

Authors: Andrey Karpov, khandeliants Phillip Khandeliants.
Here's an interesting story about how one of the questions we ask at job interviews turned out to reach even deeper than intended by its author. You've always got to watch your step with C++ and C++ compilers – there's never a risk of getting bored.

Some time ago we announced PVS-Studio's new feature that enabled it to integrate into PlatformIO. Naturally, our team kept in touch with the PlatformIO team while working on that feature, and they suggested that we check the real-time operating system Zephyr to see if we could find any interesting bugs in its code. We thought it was a good idea, and so here's this article about the check results.

Almost four years have passed since the PVS-Studio team checked the OpenToonz source code. This project is a very powerful tool for creating two-dimensional animation. Since the last check, with its help, such animated works as Mary and the Witch Flower, Batman-Ninja, Promare and others were created. As large studios continue using Toonz, why not check the quality of the source code again?

The new Windows Terminal version has been recently released. Everything would be fine, but performance of its scrollbar leaves a great deal to be desired. Time has come to poke it and have some mumbo jumbo dances with it.

More and more users of the PVS-Studio C# analyzer get interested in the possibility to utilize it for checking C# code on Linux and macOS. Today we have some good news.

Recently, the PlatformIO development environment of embedded systems has supported PVS-Studio. In this article, you'll find out how to check your code with the static analyzer on the example of an open project.

Today at one of the forums, when discussing the PVS-Studio static analyzer, the following question was asked:

Tell me, do you have the mode that guarantees the absence of false positives? Let there be fewer tests in this mode, but no false positives at all. The fact is that when I was looking for the analyzer for projects and was going to make the analysis part of CI/CD, all the tested commercial analyzers were rejected right because of having such warnings. In addition, the C++ team was weak and I couldn't spend my time digging into each warning. By the way, at that point the budget could go very far, the price was no object at all.

This question can be answered both yes and no. Let's try to figure it out.

This post continues the series of articles, which can well be called «horrors for developers». This time it will also touch upon a typical pattern of typos related to the usage of numbers 0, 1, 2. The language you're writing in doesn't really matter: it can be C, C++, C#, or Java. If you're using constants 0, 1, 2 or variables' names contain these numbers, most likely, Freddie will come to visit you at night. Go on, read and don't say we didn't warn you.

We continue making the use of PVS-Studio more convenient. Our analyzer is now available in Chocolatey, the package manager for Windows. We believe this will make it easier to deploy PVS-Studio, particularly in cloud services. So right off the bat, we also checked the source code of the same Chocolatey. Azure DevOps took on the role of the CI system.

If you're reading this text, you've either thought that something was wrong with the headline or you've seen the name of a familiar computer game. VVVVVV is an indie platformer game that has stolen the hearts of many players by its pleasant external simplicity and no less pleasant internal complexity. A few days ago, VVVVVV turned 10 years, and the author of the game — Terry Cavanagh — celebrated this holiday by publishing its source code. What mind-boggling things is it hiding? Read the answer in this article.

Machine learning has firmly entrenched in a variety of human fields, from speech recognition to medical diagnosing. The popularity of this approach is so great that people try to use it wherever they can. Some attempts to replace classical approaches with neural networks turn up unsuccessful. This time we'll consider machine learning in terms of creating effective static code analyzers for finding bugs and potential vulnerabilities.

Hi, all of you collectors of exotic and plain bugs alike! We've got a rare specimen on our PVS-Studio test bench today – a game called «osu!», written in C#. As usual, we'll be looking for bugs, analyzing them, and playing.

Perhaps every microcontroller software developer has heard about special coding standards to help improve the code security and portability. One of such standards is MISRA. In this article, we'll take a closer look at what this standard is, its concept and how to use it in your projects.

This article is a review of the bugs found in the Avalonia UI project with the static analyzer PVS-Studio. Avalonia UI is an open-source cross-platform XAML-based UI framework. This is one of the most technologically significant projects in the history of .NET as it enables developers to create cross-platform interfaces based on the WPF system. We hope the project's authors will find this article helpful in fixing some of the bugs, and convincing enough to make static analysis part of their development process.

Another year is drawing to an end, and it's a perfect time to make yourself a cup of coffee and reread the reviews of bugs collected across open-source projects over this year. This would take quite a while, of course, so we prepared this article to make it easier for you. Today we'll be recalling the most interesting dark spots that we came across in open-source C/C++ projects in 2019.

2019 is drawing to an end, and the PVS-Studio team is looking back at the accomplishments of this year. In the beginning of 2019, we enhanced our analyzer's diagnostic capabilities by adding Java support, which enabled us to check and review Java projects as well. We have found lots of bugs over this year, and here's our Top 10 bugs found in Java projects.

Hi to all fans of bugs! The New Year is coming soon, so it is time to take stock of the the outgoing year. By tradition, we're glad to present the top list of errors found by the PVS-Studio team in open C# projects in 2019. Ready? Then let's get going.