PyCharm vs. SonarQube vs. Veracode

PyCharm is well suited to developing and deploying Python applications in the cloud using Kubernetes or serverless pipelines. The integration with GitLab is great; merges and rebates are easily done and help the developer move quickly. The search engine that allows you to search inside your code is also great. It is less appropriate for other languages.

Incentivized

SonarQube is excellent if you start using it at the beginning when developing a new system, in this situation you will be able to fix things before they become spread and expensive to correct. It’s a bit less suitable to use on existing code with bad design as it’s usually too expensive to fix everything and only allows you to ensure the situation doesn’t get worse.

Incentivized

Veracode is well suited for development applications that can be made more secure right from the beginning. There is an excellent extension in Visual Studio that scans code from the IDE. However, it is less appropriate or incompatible with scanning SOAP or WSDL APIs. It supports only REST APIs.

Incentivized

• Git integration is really essential as it allows anyone to visually see the local and remote changes, compare revisions without the need for complex commands.
• Complex debugging tools are basked into the IDE. Controls like break on exception are sometimes very helpful to identify errors quickly.
• Multiple runtimes - Python, Flask, Django, Docker are native the to IDE. This makes development and debugging and even more seamless.
• Integrates with Jupyter and Markdown files as well. Side by side rendering and editing makes it simple to develop such files.

Incentivized

• Detecting bugs and vulnerabilities: SonarQube can identify a wide range of bugs and vulnerabilities in code, such as null pointer exceptions, SQL injection, and cross-site scripting (XSS) attacks. It uses static analysis to analyze the code and identify potential issues, and it can also integrate with dynamic analysis tools to provide even more detailed analysis.
• Measuring code quality: SonarQube can measure a wide range of code quality metrics, such as cyclomatic complexity, duplicated code, and code coverage. This can help teams understand the quality of their code and identify areas that need improvement.
• Providing actionable insights: SonarQube provides detailed information about issues in the code, including the file and line number where the issue occurs and the severity of the issue. This makes it easy for developers to understand and address issues in the code.
• Integrating with other tools: SonarQube can be integrated with a wide range of development tools and programming languages, such as Git, Maven, and Java. This allows teams to use SonarQube in their existing development workflow and take advantage of its powerful code analysis capabilities.
• Managing technical debt: SonarQube provides metrics and insights on the technical debt on the codebase, enabling teams to better prioritize issues to improve the quality of the code.
• Compliance with coding standards: SonarQube can check the code against industry standards like OWASP, CWE and more, making sure the code is compliant with security and coding standards.

Incentivized

• Veracode performs Static Application Security Testing (SAST) very well by finding flaws in the code using entry points so that it tests for everything a user can interact with in the application. This approach is very helpful for avoiding a lot of false positives early on.
• Veracode performs SCA automatically on every SAST scan, so that we don't have to manually scan the application again for SCA scans.
• Veracode integrates very well with the ticketing tools, so that it becomes very easy to track every finding and its status within our ticketing tool.

Incentivized

• The biggest complaint I have about PyCharm is that it can use a lot of RAM which slows down the computer / IDE. I use the paid version, and have otherwise found nothing to complain about the interface, utility, and capabilities.

Incentivized

• Importing a new custom quality profile on SonarQube is a bit tricky, it can be made easier
• Every second time when we want to rerun the server, we have to restart the whole system, otherwise, the server stops and closes automatically
• When we generate a new report a second time and try to access the report, it shows details of the old report only and takes a lot of time to get updated with the details of the new and fresh report generated

Incentivized

• Scan results stability: from one scan to another, additional flaws appear whereas code did not change.
• Entry points selection: hard to be sure selection is optimal, should be automatized or hidden.
• Branches management: we currently use sandboxes to scan different branches of our software. Would be good to have real branches management.

Incentivized

It's perfect for our needs, cuts development time, is really helpful for newbies to understand projects structure

Incentivized

At this time, and we just renewed a month ago, I dont see any products out there overall that can offer what Veracode does. Yes, its not cheap by any means, but for the money its the best application security scanning tool out there.

Incentivized

It's pretty easy to use, but if it's your first time using it, you need time to adapt. Nevertheless, it has a lot of options, and everything is pretty easy to find. The console has a lot of advantages and lets you accelerate your development from the first day.

Incentivized

It can improve in some user experience and usability parts, like the code view and the way we assign issues it's a bit hidden and not highlighted

Incentivized

- Almost no setup required and easy to configure - Very easy to use, intuitive UI with integrated analytics and learning portals. - Seamless to review the results, triage them, generate reports. - Security progression of the product/application is tracked via successive scans. - Privileges/Roles nicely fine grained and tightly controlled to let teams "view" only their products.

Incentivized

Veracode has always been up and available to us.

Incentivized

At this point, it runs well and mostly in a timely fashion. Dynamic scans take days but this may be a config issue still to be resolved.

Incentivized

I rate 10/10 because I have never needed a direct customer support from the JetBrains so far. Whenever and for whatever kind of problems I came across, I have been able to resolve it within the internet community, simply by Googling because turns out most of the time, it was me who lacked the proper information to use the IDE or simply make the proper configuration. I have never came across a bug in PyCharm either so it deserves 10/10 for overall support

Incentivized

We we easily able to integrate the SonarQube steps into our TFS process via the Microsoft Marektplace, we didn't have the need to call SonarQube support. We've used their online documentation and community forum if we ran into any issues.

Incentivized

Overall, Veracode support is helpful, community support is great, and documentation is available for self-service. Our Customer Success Manager is very helpful and reaches out regularly to see if we need assistance. We have not utilized many of the other resources offered by Veracode, however, in the future we would like to leverage secure coding training for our Development teams.

Incentivized

We use it as a SAS service, so really just getting our teams to mold the use of Veracode into their SDLC has been a process of years in the making. It comes down to what your teams are ready and willing to accept and change. Management is key in getting their groups on board with using it regularly. If it doesnt have management backing, your security teams have little to no influence in getting this process off the ground fully.

Incentivized

When it comes to development and debugging PyCharm is better than Spyder as it provides good debugging support and top-quality code completion suggestions. Compared to Jupiter notebook it's easy to install required packages in PyCharm, also PyChram is a good option when we want to write production-grade code because it provides required suggestions.

Incentivized

SonarQube is an open-source. It's a scalable product. The costs for this application, for the kind of job it does, are pretty descent. Pipeline scan is more secured in SonarQube. Its a very good tool and its support multiple languages. Its main core competency is of static code analysis and that is why SonarQube exists and it does it exceedingly well. The quality of scan on code convention, best practices, coding standards, unit test coverage etc makes them one of the best competent tool in the market

Incentivized

Veracode is slower with scan results however the flaws discovered and sites crawled are almost the same. Rapid7 InsightAppSec only does dynamic scans. Veracode did find more links on a site crawl. Rapid7 InsightAppSec has more out of the box reports than Veracode. Both integration to DevOps tools were striaghtforward.

Incentivized

It meets our needs.

Incentivized

• PyCharm has a very positive ROI for our BU. It has increased developer productivity exponentially.
• Software quality has significantly improved. We are able to refactor/test/debug the code quicker/faster/better.
• Our business unit is able to deliver faster. Customers are happier than ever.

Incentivized

• Positive ROI from the standpoint of flagging several issues that would have otherwise likely been unaddressed and caused more time to be spent closer to launch
• Slightly positive ROI from time-saving perspective (it's an automated check which is nice, but depending on the issues it finds, can take developers time to investigate and resolve)

• Veracode's platform has had a very positive impact on our security posture, paving the path towards having coverage monitored automatically on hundreds of internal applications throughout the development lifecycle.
• Veracode's platform has also had a very positive impact on improving the security knowledge of our development team, providing meaningful feedback as well as training options to reduce mitigation time and help to prevent flaws before they are created.

Incentivized