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5 developer tools for detecting and fixing security vulnerabilities

We all know the importance of developing with customer, reliability, or security mindsets. In reality, acquiring a mindset in an area requires time and effort, and most importantly, being exposed to the type of work that will help build it.

In a vast subject like application security, and also one that as developers we get exposed to sporadically, we need more than sheer will to learn and keep our code safe. We need good tools.

So here are 5 of my favorite tools that help detect and advise on fixing security issues. What they all have in common is a mix of:

  • setup simplicity: the hardest part is starting, and I really love products that put extra care into onboarding. Being able to get going without having to read a lot of documentation is a great motivator to keep using that technology.
  • integrating with developer workflows: real-time feedback on Pull-Requests and changes so you can ship with confidence.
  • empowerment and ownership: good tooling helps you do your best work, and integrate it into your work without adding more pain or overhead.
  • learning: I love learning by doing, and if a tool can explain the feedback/alerts and also teach me how to fix it becomes an incredible asset.

Dependency scanning

Keeping dependencies up to date is one of the lowest hanging fruits in preventing security vulnerabilities in your code.

Two of my favorite tools that make this process quite simple are dependabot and renovate.

1. Dependabot

Dependabot - now a native Github solution - has a simple straightforward workflow: automatically open Pull Requests for new dependency versions, and alert on vulnerable dependencies. Dependabot will also clearly differentiate between security-related PR and normal dependency upgrades by tagging [Security] in the title and label, along with including a changelog of the vulnerabilities fixed.

Dependabot Security PR

While configurable, Dependabot includes basic options like being able to set the frequency of updates, custom labels, assign reviewers or commit message preference. And because we all know what it's like to try to upgrade only to have your PR report 20+ test failures, one of my favorite features is being able to exclude those dependencies that you know have breaking changes you're just not able to dedicate time to. While I can't say I am a huge YAML fan, since the config is relatively small, it doesn't bother me as much as in infrastructure projects.

version: 2
  - package-ecosystem: "npm"
    directory: "/"
      interval: "weekly"
      - "dependencies"
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Where Dependabot really shines, is that it supports 15 languages, including Terraform, Rust, and Github Actions.

To enable Dependabot for version updates, add a dependabot.yml file to your repo, then navigate to Settings → Security & Analysis and enable Dependabot security updates.

2. Renovate

Similar to Dependabot, Renovate is a GitHub or CLI app that monitors your dependencies and opens Pull Requests when new ones are available.

While it supports fewer languages than Dependabot, the main advantage of Renovate is that it's extremely configurable. Ever wished you could write "schedule": "on the first day of the week" in your configs!? Well, Renovate allows you to do that! It also provides fine-grained control of auto-merging dependencies based on rules set in the config. For example, you can automerge minor devDependencies upgrades.

"packageRules": [
      "depTypeList": ["devDependencies"],
      "updateTypes": ["minor"],
      "automerge": true
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Renovate also allows for grouping the monorepo dependency updates in a single PR rather than creating individual ones, which can significantly reduce noise and toil for the team, especially for monorepos, or projects with many dependencies.

Setting up Renovate is a matter of installing the hosted app, and configuring it by adding a renovate.json in the root of the repository. You can also install and run the Renovate CLI tool to get feedback on all your commits.

Code analyzers

Being able to assess the safety of your code along with the dependencies they're relying on, goes a long way in establishing confidence in the changes deployed, and mitigating risks for your customers, business, and reliability of your services in general. Not to mention that feeling less nervous when shipping code has a big impact on developer velocity, ownership and allows us to sleep a little better at night 😴.

Three of my favorite in this space are Snyk, GitGuardian, and Webhint.

3. Snyk

Synk is a new one for me, but I really like that it's a product built with developers in mind, regardless of their previous experience with security. While Snyk is a paid product for business+, their free tier covers open-source, personal projects, and small teams, making it a great resource for personal projects and learning, even if you don't have the opportunity to use it on the job!
Snyk is essentially a suite of products for finding and fixing vulnerabilities in your dependencies, code, and containers.

  • Snyk open source is very similar to Dependabot and Renovate and helps identify and fix vulnerable dependencies.
  • Snyk code is using semantic analysis to detect security and performance bugs. And there are lots to like about the report it generates. With each vulnerability found, you get a detailed explanation of the problem, data flow, and also the analysis of the fix and how to prevent it in the future, which provides a great learning experience. Snyk data flow analysis

Furthermore, each vulnerability gets a severity classifier and you can open PRs to fix it straight from the dashboard.

  • Snyk Container allows developers to find vulnerabilities in container images and Kubernetes applications. As someone that has recently spent time upgrading from Ubuntu 16.04 to 20.04, their automated base image remediation and dependency upgrades make me very very happy 😁.

Am also very happy that beyond their platform, Snyk also offers CI integrations so you can get real-time feedback on each Pull-Request.

4. GitGuardian

From certificates to database secrets, infrastructure deploy keys, emails, and passwords, having this information out in the open gives an attacker the possibility of accessing restricted information or do a lot of harm.

So if that sounds scary or you ever had to work on an incident due to leaked secrets or drop everything to reset your credentials, you're going to really like GitGuardian.

GitGuardian is essentially a service for automatically detecting and remediating secrets in your code. It integrates with Github and works for both public and private repositories, as well as git hooks. Build to be a developer-first tool, GitGuarding can also be integrated with the CI/CD workflow for feedback on each commit.

Another important feature is the Slack / Discord, PagerDuty integrations - which allow developers to stay on top of the security alerts.

I was also pleasantly surprised that test files are automatically included when the secrets look legitimate and not just test1234.

5. Webhint

I saved my all-time favorite for last: Webhint! In reality, Webhint is not just a security tool, it's a powerhouse! Webhint is an open-source customizable linting tool that helps improve your site's accessibility, speed, cross-browser compatibility, security, etc.

I love it because it caters to the developers and it is completely free. And also that their logo is a narwhal, which, unlike unicorns, is actually real 😍. Security-wise - tho not only, for example caching - the crawler looks beyond just the code and also at headers which is incredibly useful.

Along with headers, I've also noticed it caught an issue with one of my link rel attributes that Snyk didn't.

webhint security hints

Webhint provides examples that pass the hint, along with an explanation of why the hint is important, which makes for a great learning experience as well. For example, if you're curious why the above failed and should be fixed, you can read about it here.

Webhint comes with a browser and VS code extension, and a CLI that can be included in the CI/CD pipelines, so it integrates into the developer workflow and provides feedback at multiple levels.

All in all, Webhint has a fantastic community behind it and the quality of the tool and docs are impressive.

In the end...

This list is not exhaustive by any means, and there are lots of great products out there, tho we could definitely use a lot more. If you're also wondering why there aren't many more cons in this post, it's because I really like these tools, so much so that whatever minor friction I've noticed gets lots in all the features I find incredibly useful.

If you've used any of these tools, I'd love to hear your experience with them, and also if you have some other ones that you've found helpful!

Top comments (12)

janmpeterka profile image
Jan Peterka • Edited

Depenabot is great, and now it's fully integrated into Github.
Didn't know Webhint, installing now :)

I also use LGTM (free for public repos) and Code Inspector (same)

And bandit (Python) security check in pre-commit hooks.

opinionatedpie profile image

Sweet! Lemme know how you find it!
Didn't know about LGTM, gonna check that out.

leslysandra profile image

good one!!!

aravind profile image
Aravind Putrevu

@opinionatedpie Great article!

The hyperlinked text for Snyk is mis spelt :)

opinionatedpie profile image

Yikes, thanks for catching that, i’ll have a look and fix.

gaurav5430 profile image
Gaurav Gupta

for dependabot and renovate, are there any gitlab alternatives that you know of?

opinionatedpie profile image

Snyk Open Source integrates with Gitlab and there is also a Dependabot for Gitlab work in progress project

This article covers that a bit

qiudonghhh profile image
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hassan_schroeder profile image
Hassan Schroeder

Please, please, make it obvious up front (preferably in the article title) when you're recommending tools that are only for a specific language, e.g. JavaScript. Thanks.

opinionatedpie profile image
ingrid.e • Edited

Hey hey, they’re actually not just for JavaScript / just one language - with the exception of Webhint. I’ve mentioned that clearly for Dependabot, Renovate and Snyk, and GitGuardian is focused on secrets.

hassan_schroeder profile image
Hassan Schroeder

Yes, Webhint is JS-only, and that's not obvious until you've dug through their site. Snyk has extremely limited language support, 2 of the 4 are JS, and I don't use any of them.

I'm just saying that it would be nice to be able to look at articles like this and quickly distinguish which recommendations are relevant and which are not.

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opinionatedpie profile image

Snyk has support for 4 languages for Code and 10 for Open Source. Snyk Container is its own thing. I get your suggestion and definitely will when it applies, but I don’t think it’s the case here.
The aim is to cover areas you will most likely encounter at work or in open source, and maybe get folks to try some tools they’ve never used before.

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