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Securing your DevOps processes is essential in today's complex tech environment. You likely face challenges like managing vulnerabilities and ensuring compliance while keeping your development on track. That's where DevOps security tools come in handy—they help fortify your systems without sacrificing agility.

I've spent time testing and reviewing these tools independently, drawing from years of experience in the SaaS development industry. I aim to provide a well-researched, unbiased review of the best options.

In this article, I'll guide you through my top picks, focusing on what each tool offers and how it can benefit your team. Let's dive in and find the right solution to enhance your security efforts.

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Best DevOps Security Tools Summary

This comparison chart summarizes pricing details for my top DevOps security tools selections to help you find the best one for your budget and business needs.

Tool Best For Trial Info Price
1
Qwiet AI

Qwiet.ai offers advanced AI insights with predictive threat analytics.

Best for AI-driven insights

Free demo available

Pricing upon request Website
2
FOSSA

FOSSA automates open-source compliance and risk management.

Best for open source compliance

14-day trial + free plan available

From $207/month Website
3
Security Onion

Security Onion specializes in network monitoring and hunting to offer tools for intrusion detection and threat hunting.

Best for network monitoring

Not available

Free to use Website
4
HackerOne

HackerOne leverages global ethical hackers to help identify potential vulnerabilities.

Best for bug bounty programs

Free demo available

Pricing upon request Website
5
Mend.io

Mend.io helps IT teams manage vulnerabilities and compliance with its open-source capabilities.

Best for open-source vulnerability management

Free demo available

From $1000/user/year Website
6
Trivy

Trivy provides versatile vulnerability scanning tools for teams of various sizes.

Best for vulnerability scanning

Free demo available

Pricing upon request Website
7
StackHawk

StackHawk offers automated AppSec tests and optimal CI/CD integration.

Best for CI/CD integration

14-day free trial

From $42/user/month Website
8
Contrast Security

Contrast Security offers real-time detection and IAST scans for applications.

Best for real-time threat detection

Free demo available

Pricing upon request Website
9
Anchore

Anchore offers IT teams container security with detailed policies and vulnerability scanning.

Best for container security

Free demo available

Pricing upon request Website
10
Aqua

Aqua secures cloud-native apps with runtime protection for cloud-native tech.

Best for cloud-native security

Free demo available

Pricing upon request Website

How to Choose DevOps Security Tools

It’s easy to get bogged down in long feature lists and complex pricing structures. To help you stay focused as you work through your unique software selection process, here’s a checklist of factors to remember.

FactorWhat to Consider
ScalabilityEnsure the tool can grow with your team. It should support increasing workloads without compromising performance.
IntegrationsCheck if the tool integrates seamlessly with your existing systems, like CI/CD pipelines, version control, and cloud services.
CustomizabilityLook for tools that let you tailor features to suit your team’s specific needs and workflows.
Ease of UseConsider how intuitive the tool is. Your team shouldn't face a steep learning curve or need extensive training to get started.
BudgetCompare costs with your financial plan. Consider upfront pricing and ongoing expenses and evaluate if the tool offers value for your investment.
Security SafeguardsEvaluate the security measures, such as encryption, compliance with standards, and regular updates to protect against vulnerabilities.
SupportAssess the level of customer support available. Reliable support can be critical when addressing issues or questions as they arise.
PerformanceTest the tool’s performance under different conditions to ensure it meets your team’s speed and efficiency requirements.

Best DevOps Security Tool Reviews

Below are my detailed summaries of my shortlist’s best DevOps security tools. My reviews offer a detailed look at the key features, pros & cons, integrations, and ideal use cases of each tool to help you find the best one.

Best for AI-driven insights

  • Free demo available
  • Pricing upon request

Qwiet.ai is a DevOps security tool that leverages AI to provide advanced threat detection and management. It caters to security teams looking to enhance their incident response and analysis capabilities.

Why I picked Qwiet.ai: Its AI-driven insights set it apart, offering predictive analytics to anticipate security threats before they occur. The tool provides real-time threat intelligence, which helps your team stay ahead of potential vulnerabilities. It also includes features for automated threat prioritization, reducing the noise so you can focus on what matters most.

Standout features & integrations:

Features include an intuitive dashboard that simplifies monitoring and reporting. The tool also offers automated compliance checks, ensuring your team meets industry standards. Additionally, Qwiet.ai provides detailed security analytics, helping you easily understand complex threats.

Integrations include AWS, Azure, Google Cloud Platform, Slack, Jira, ServiceNow, Splunk, Datadog, PagerDuty, New Relic, and Microsoft Teams.

Pros and cons

Pros:

  • Automated threat prioritization
  • Predictive analytics capabilities
  • AI-driven threat detection

Cons:

  • Requires data integration expertise
  • Initial setup complexity

Best for open source compliance

  • 14-day trial + free plan available
  • From $207/month

FOSSA is a compliance management tool designed for development teams using open-source software. It helps users automate license compliance and security testing across their software projects.

Why I picked FOSSA: It provides open-source compliance and offers automated license detection and risk assessment. Your team can manage open-source dependencies effectively with its comprehensive reporting and alerts. FOSSA's continuous monitoring ensures you remain compliant with evolving legal requirements. It also provides detailed audit trails, which are valuable for compliance audits.

Standout features & integrations:

Features include real-time dependency analysis, helping you track changes in your open-source libraries. It also offers customizable policy management, which lets you set specific rules and alerts. The tool provides comprehensive dashboards that visualize compliance and security status.

Integrations include GitHub, GitLab, Bitbucket, Jira, Slack, Azure DevOps, Docker, Jenkins, npm, and Maven.

Pros and cons

Pros:

  • Integration with major CI/CD tools
  • Automated dependency tracking and analysis
  • Comprehensive open-source license compliance management

Cons:

  • Limited support for custom license policies
  • Dependency data accuracy can vary

Best for network monitoring

  • Free to use

Security Onion is a free, open-source Linux distribution for intrusion detection, network security monitoring, and log management. It serves IT and security teams looking to enhance their network monitoring capabilities.

Why I picked Security Onion: It specializes in network monitoring, providing tools for intrusion detection and threat hunting. The platform combines multiple open-source security tools, allowing your team to analyze network traffic deeply. Its scalable architecture supports large environments, making it suitable for enterprise use. Security Onion also offers customizable dashboards to visualize security events effectively.

Standout features & integrations:

Features include comprehensive log management, which helps you keep track of all security events in one place. Security Onion also offers threat intelligence feeds, enabling your team to stay ahead of emerging threats. Its real-time alerting system ensures you're immediately informed about potential security issues.

Integrations include Zeek, Suricata, Snort, Elasticsearch, Logstash, Kibana, Grafana, Wazuh, TheHive, and MISP.

Pros and cons

Pros:

  • Customizable dashboards
  • Real-time alerting system
  • Combines multiple security tools

Cons:

  • Initial setup complexity
  • Requires technical expertise

Best for bug bounty programs

  • Free demo available
  • Pricing upon request

HackerOne is a security platform that connects businesses with ethical hackers to identify vulnerabilities. It serves security teams aiming to enhance their security posture through crowdsourced testing.

Why I picked HackerOne: It excels in bug bounty programs, enabling your team to leverage a global network of security researchers. The platform facilitates vulnerability disclosure, ensuring you receive detailed reports on potential threats. HackerOne's triage services help prioritize findings so you can address the most critical issues first. The platform also supports compliance with industry standards, providing additional peace of mind.

Standout features & integrations:

Features include a robust vulnerability management system, which helps you track and remediate issues efficiently. HackerOne also offers detailed analytics and reporting, providing insights into your security posture. The platform's collaboration tools allow your team to work seamlessly with external security researchers.

Integrations include Slack, Jira, GitHub, ServiceNow, Splunk, AWS, Azure DevOps, GitLab, PagerDuty, and Atlassian.

Pros and cons

Pros:

  • Customizable vulnerability disclosure programs
  • Efficient bug triage system
  • Access to a vast community of ethical hackers

Cons:

  • Occasional challenges in report validation
  • Potential delays in response times

Best for open-source vulnerability management

  • Free demo available
  • From $1000/user/year

Mend.io is an open-source security and management tool for development and security teams. It helps automate the detection and remediation of vulnerabilities in open-source components within your software projects.

Why I picked Mend.io: It focuses on open-source vulnerability management, offering in-depth scanning to detect vulnerabilities early. The tool provides real-time alerts and detailed reports, helping your team address issues promptly. Mend.io's policy enforcement features ensure compliance with your security guidelines. Its ability to automatically remediate vulnerabilities saves time and reduces risk in your development cycle.

Standout features & integrations:

Features include a comprehensive open-source inventory, helping you keep track of all components in use. Mend.io also offers risk analysis tools that prioritize vulnerabilities based on severity. The platform's customizable dashboards provide clear insights into your open-source security posture.

Integrations include GitHub, GitLab, Bitbucket, Jenkins, Azure DevOps, Jira, Slack, AWS, Docker, and Kubernetes.

Pros and cons

Pros:

  • Continuous monitoring of open-source components
  • Automated remediation suggestions
  • Seamless integration with popular development tools

Cons:

  • Limited support for less common programming languages
  • Potential false positives in vulnerability detection

Best for vulnerability scanning

  • Free demo available
  • Pricing upon request

Trivy is a security tool designed for scanning vulnerabilities in containers, filesystems, and Git repositories. It primarily serves DevOps teams looking to identify and manage security risks efficiently.

Why I picked Trivy: Trivy excels in vulnerability scanning, providing thorough assessments of container images. It offers quick setup and scans, making it accessible for teams of all sizes. The tool's ability to detect various vulnerabilities ensures your projects remain secure. Additionally, it supports multiple operating systems and platforms.

Standout features & integrations:

Features include extensive vulnerability databases, which help you stay informed about the latest threats. Trivy also offers customizable scanning options, allowing you to focus on specific areas of concern. Its user-friendly interface simplifies the scanning process, making it easy for your team to adopt.

Integrations include Docker, Kubernetes, GitHub Actions, GitLab CI, CircleCI, Jenkins, Travis CI, AWS, Azure, and Google Cloud Platform.

Pros and cons

Pros:

  • Supports multiple platforms
  • Quick setup and scanning
  • Extensive vulnerability databases

Cons:

  • Requires regular updates
  • Limited offline capabilities

Best for CI/CD integration

  • 14-day free trial
  • From $42/user/month

StackHawk is a DevSecOps tool that automates security testing within CI/CD workflows. It primarily serves engineering teams aiming to enhance application security by identifying vulnerabilities early.

Why I picked StackHawk: The tool excels in CI/CD integration, offering automated AppSec tests on every pull request. It supports Docker-based scanning and works well with microservices and APIs, including REST and GraphQL. These features make it a strong choice for teams looking to integrate security seamlessly into their development processes.

Standout features & integrations:

Features include API discovery, centralized security management, and automated testing for vulnerabilities like those in the OWASP Top 10. The tool also offers fast setup and scanning, saving your team time.

Integrations include GitHub, Snyk, AWS, Atlassian, GitLab, Jenkins, Bitbucket, Azure DevOps, CircleCI, and Travis CI.

Pros and cons

Pros:

  • Enhanced collaboration between development and security teams
  • Automated security testing for early issue detection
  • Seamless integration with CI/CD pipelines

Cons:

  • Requires consistent maintenance of security rules
  • Overhead in managing false positives

Best for real-time threat detection

  • Free demo available
  • Pricing upon request

Contrast Security is an application security platform designed for developers and security teams. It provides real-time threat detection and application protection, enhancing security without slowing development processes.

Why I picked Contrast Security: It focuses on real-time threat detection, allowing your team to identify and mitigate risks as they occur. The tool's interactive application security testing (IAST) feature continuously scans applications for vulnerabilities during runtime. This ensures you're immediately aware of security issues. Its self-protecting capabilities automatically block attacks, adding an extra layer of security.

Standout features & integrations:

Features include continuous application monitoring, which helps maintain security throughout the development lifecycle. Contrast Security also provides detailed vulnerability insights, enabling you to address potential issues quickly. The platform’s automated policy enforcement offers security standards across your applications.

Integrations include Jenkins, Jira, Slack, GitHub, GitLab, Bitbucket, Splunk, AWS, Azure, and Google Cloud Platform.

Pros and cons

Pros:

  • Automated security assessments
  • Seamless integration into CI/CD pipelines
  • Real-time vulnerability detection

Cons:

  • Possible performance overhead
  • Potential integration challenges with existing tools

Best for container security

  • Free demo available
  • Pricing upon request

Anchore is a DevSecOps tool focused on container security, catering primarily to development and security teams. It helps manage vulnerabilities and ensure compliance within containerized applications.

Why I picked Anchore: Its strong focus on container security makes it invaluable for teams using Docker and Kubernetes. Anchore offers detailed security policies and vulnerability scanning tailored to container environments. The tool's ability to enforce compliance policies ensures your containers are secure and align with industry standards. It also provides real-time alerts for any security issues detected.

Standout features & integrations:

Features include detailed image inspection capabilities, which help identify vulnerabilities at various layers. Anchore's compliance checks ensure your containers meet regulatory standards. The tool also offers customizable security policies, allowing you to define specific rules for your container environments.

Integrations include Jenkins, Kubernetes, Docker, GitHub, GitLab, Bitbucket, AWS, Azure, Google Cloud Platform, and Red Hat OpenShift.

Pros and cons

Pros:

  • Integration with CI/CD pipelines and orchestration tools
  • Supports SBOM (Software Bill of Materials) generation
  • Comprehensive container image scanning

Cons:

  • Limited functionality in air-gapped environments
  • False positives can require manual review

Best for cloud-native security

  • Free demo available
  • Pricing upon request

Aqua is a security platform that protects cloud-native applications, serving DevOps teams and security professionals. It provides comprehensive security for containers, serverless functions, and other cloud-native technologies.

Why I picked Aqua: The tool offers cloud-native security, offering features tailored to containerized environments. Aqua provides runtime protection and vulnerability management, ensuring your applications are secure throughout their lifecycle. It includes image scanning to identify vulnerabilities early in the development process. The platform's policy-driven security controls help your team maintain compliance with industry standards.

Standout features & integrations:

Features include real-time threat detection, which helps safeguard your applications during runtime. Aqua also offers detailed audit trails, providing security events and incident visibility. Its automated compliance checks ensure your team meets regulatory requirements without manual intervention.

Integrations include Docker, Kubernetes, AWS, Azure, Google Cloud Platform, Red Hat OpenShift, Jenkins, GitHub, GitLab, and Bitbucket.

Pros and cons

Pros:

  • Integration with popular CI/CD pipelines
  • Advanced vulnerability management across the software lifecycle
  • Comprehensive cloud-native application protection

Cons:

  • May require customization for complex environments
  • Potential performance impact during deep scans

Other DevOps Security Tools

Here are some additional DevOps security tools options that didn’t make it onto my shortlist but are still worth checking out.

  1. Snyk

    For developer-friendly security

  2. Intruder

    For automated scanning

  3. JFrog Xray

    For artifact scanning

  4. Azure DevOps

    For streamlined CI/CD workflows

  5. Veracode

    For application security testing

  6. GitHub Advanced Security

    For repository security

  7. GitLab

    For integrated development security

  8. SonarQube

    For code quality checks

  9. Datadog

    For monitoring and analytics

  10. Checkmarx

    For code analysis

DevOps Security Tool Selection Criteria

When selecting the best DevOps security tools to include in this list, I considered everyday buyer needs and pain points like managing vulnerabilities and ensuring compliance. I also used the following framework to keep my evaluation structured and fair. 

Core Functionality (25% of total score)
To be considered for inclusion in this list, each solution had to fulfill these common use cases:

  • Vulnerability scanning
  • Continuous integration support
  • Compliance checks
  • Automated alerts
  • Security reporting

Additional Standout Features (25% of total score)
To help further narrow down the competition, I also looked for unique features, such as:

  • Real-time threat detection
  • AI-driven insights
  • Custom policy management
  • Container security
  • Interactive application security testing

Usability (10% of total score)
To get a sense of the usability of each system, I considered the following:

  • Intuitive user interface
  • Minimal learning curve
  • Clear navigation
  • Customizable dashboards
  • Efficient workflow integration

Onboarding (10% of total score)
To evaluate the onboarding experience for each platform, I considered the following:

  • Availability of training videos
  • Interactive product tours
  • Access to webinars
  • Availability of chatbots
  • Use of templates for a quick start

Customer Support (10% of total score)
To assess each software provider’s customer support services, I considered the following:

  • 24/7 support availability
  • Dedicated account managers
  • Comprehensive knowledge base
  • Responsive live chat
  • Access to community forums

Value For Money (10% of total score)
To evaluate the value for money of each platform, I considered the following:

  • Competitive pricing
  • Flexible payment plans
  • Included features for cost
  • Trial or demo availability
  • Pricing transparency

Customer Reviews (10% of total score)
To get a sense of overall customer satisfaction, I considered the following when reading customer reviews:

  • Overall satisfaction ratings
  • Feedback on feature effectiveness
  • Comments on reliability
  • Support experience feedback
  • Rate of feature updates and improvements

In my research, I sourced countless product updates, press releases, and release logs from different DevOps security tools vendors. Here are some of the emerging trends I’m keeping an eye on.

  • Shift-left security: More vendors are integrating security earlier in the development lifecycle. This trend helps catch vulnerabilities sooner and reduces remediation costs. Some tools adopt this approach by embedding security checks directly into the coding process.
  • Cloud-native security: As businesses move to the cloud, the demand for tools that protect cloud-native applications is rising. Some companies provide features tailored for containerized and serverless environments, ensuring security across multi-cloud setups.
  • Real-time threat intelligence: Vendors enhance their platforms with real-time threat data to quickly react to new vulnerabilities. Some companies offer features that provide immediate insights into ongoing threats, helping businesses respond faster.
  • Policy as code: This approach allows security policies to be defined and managed as code, making them easily versioned and auditable. It's gaining traction among DevOps teams for its consistency and ease of integration with CI/CD pipelines.
  • Zero trust architecture: Vendors increasingly adopt zero trust principles, ensuring no user or system is trusted by default. This trend is essential for maintaining security in today's complex, distributed environments, with some solutions incorporating zero trust features to enhance overall security posture.

What Are DevOps Security Tools?

DevOps security tools are software solutions that integrate security practices into the DevOps lifecycle. These tools are generally used by developers, IT security professionals, and DevOps teams to enhance application security throughout the development process. 

Automated vulnerability scanning, real-time threat intelligence, and policy as code capabilities help detect security issues early and maintain compliance. These tools ensure that security is embedded into the workflow, reducing risks and improving software quality.

Features of DevOps Security Tools

When selecting DevOps security tools, look for the following key features.

  • Vulnerability scanning: Detects security weaknesses in code and applications, allowing teams to address issues early in development.
  • Real-time threat intelligence: Provides immediate insights into potential threats, enabling quick response and risk mitigation.
  • Policy as code: Allows security policies like code to be managed, ensuring consistency and ease of integration with development workflows.
  • Cloud-native security: Offers specialized protection for containerized and serverless environments, crucial for modern cloud-based applications.
  • Interactive application security testing (IAST): Continuously scans applications during runtime to identify vulnerabilities as they occur.
  • Automated alerts: Notifies teams of security issues as they arise, ensuring timely action can be taken.
  • Compliance checks: Ensures that applications meet industry standards and regulations, reducing compliance-related risks.
  • Zero trust architecture: Implements security measures that do not automatically trust any user or system, enhancing overall security posture.
  • Detailed analytics: Provides comprehensive reports and insights into security performance, helping teams understand and improve their security posture.
  • Vulnerability prioritization: Ranks identified vulnerabilities based on severity to focus remediation efforts effectively.
  • Misconfiguration detection: Identifies configuration errors in infrastructure or applications, reducing attack surfaces.
  • Static code analysis: Scans the source code for security issues and bugs early in the SDLC.
  • Secure coding guidelines: Integrates recommendations into IDEs to promote secure code development.
  • End-to-end security integration: Embeds security checks throughout the SDLC, from design to deployment.
  • Threat modeling: Analyzes potential threats during the planning phase to preemptively address risks.
  • Web application firewalls (WAFs): Protect against common threats like SQL injection and XSS attacks.
  • OWASP ZAP integration: Provides a robust security solution for automated scanning of web application vulnerabilities.
  • Dependency scanning: Identifies and mitigates vulnerabilities in third-party libraries and dependencies.
  • Codebase monitoring: Continuously assesses the codebase for unauthorized changes or vulnerabilities.
  • Pipeline security: Ensures CI/CD pipeline security by integrating automated tools.
  • Secure development environment: Provides pre-configured IDEs and tools with built-in security best practices.
  • Runtime protection: Secures production environments against live attacks through behavior monitoring.
  • Provisioning validation: Automates security checks during provisioning to prevent insecure deployments.
  • Secure scripting tools: Enforces security best practices in custom scripts used for automation.
  • Security plugins: Extends DevOps tools with modular security features to address specific needs.
  • Cloud workload protection: Monitors and secures workloads in cloud environments against threats.
  • Access control policies: Manages permissions for cloud services, ensuring least-privilege access.
  • DevSecOps pipeline integration: Incorporates security testing tools seamlessly into the DevOps workflow.
  • Pipeline threat modeling: Continuously evaluates the pipeline for potential risks and vulnerabilities.
  • Advanced static analysis tools: Detect more profound vulnerabilities in source code, including supply chain risks.
  • Automated penetration testing: Simulates attacks on applications to uncover exploitable weaknesses.
  • Supply chain monitoring: Tracks software components to identify upstream and downstream dependencies vulnerabilities.
  • Security left shift: Embeds security earlier in the lifecycle to identify and mitigate risks sooner.
  • Detailed compliance automation: Verifies adherence to security standards across tools and processes.

Benefits of DevOps Security Tools

Implementing DevOps security tools provides several benefits for your team and your business. Here are a few you can look forward to.

  • Early vulnerability detection: Helps identify security issues at the coding stage, reducing the cost and complexity of fixing them later.
  • Enhanced compliance: Ensures applications meet industry standards through automated checks, minimizing regulatory risks.
  • Improved collaboration: Integrating security into the development lifecycle encourages joint efforts between development and security teams.
  • Faster response to threats: Real-time threat intelligence allows for swift action, minimizing potential damage from vulnerabilities.
  • Consistent security policies: Policy as code ensures that security protocols are applied uniformly across all projects, enhancing overall security.
  • Reduced manual workload: Automating security tasks frees team members to focus on other critical areas of development.
  • Better visibility: Detailed analytics provide insights into security performance, helping teams understand and improve their security posture.

Costs & Pricing of DevOps Security Tools

Selecting DevOps security tools requires understanding the various pricing models and available plans. Costs vary based on features, team size, add-ons, and more. The table below summarizes standard plans, average prices, and typical features of DevOps security tools solutions.

Plan Comparison Table for DevOps Security Tools

Plan TypeAverage PriceCommon Features
Free Plan$0Basic vulnerability scanning, limited support, and open source monitoring.
Personal Plan$5-$25/ user/monthEnhanced scanning, basic analytics, and community support.
Business Plan$25-$50/ user/monthReal-time alerts, compliance checks, detailed reporting, and email support.
Enterprise Plan$50+/user/ monthAdvanced threat intelligence, custom policies, dedicated support, and SLAs.
A breakdown of plan types, costs, and features for free purchase order software.

DevOps Security Tools FAQs

Here are some answers to common questions about DevOps security tools.

How do I ensure safety in DevOps security tools?

To ensure security in DevOps, integrate security practices throughout the development lifecycle. Use tools for automated testing, vulnerability scanning, and secrets management. Implement static application security testing and manage dependencies to address security issues early. Your team should also focus on cloud security and infrastructure as code for comprehensive protection.

What is a way that DevOps security tools can increase your system security?

DevOps can increase system security by automating security processes like configuration management and code analysis. Automation helps scale and accelerate security operations to match the pace of DevOps workflows. Your team can focus more on strategic security planning by reducing manual intervention.

What are some of the industry tools used in DevOps security tools support secure software development?

Industry tools supporting secure software development in DevOps include static application security testing (SAST) tools, dynamic application security testing (DAST) tools, and software composition analysis (SCA) tools. Container security and infrastructure as code (IaC) security tools are also essential for comprehensive protection.

How can integrating security into DevOps security tools improve software delivery?

Integrating security into DevOps improves software delivery by catching vulnerabilities early in development. This integration reduces remediation costs and prevents delays. It also fosters a culture of security awareness among developers, leading to more secure and reliable software releases.

Why is continuous monitoring critical in DevOps security tools?

Continuous monitoring is essential in DevOps security because it provides real-time insights into potential threats. It helps your team quickly detect and respond to security incidents, minimizing damage. Continuous monitoring also ensures compliance with security policies, maintaining the integrity of your applications.

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Katie Sanders
By Katie Sanders

As a data-driven content strategist, editor, writer, and community steward, Katie helps technical leaders win at work. Her 14 years of experience in the tech space makes her well-rounded to provide technical audiences with expert insights and practical advice through Q&As, Thought Leadership, Ebooks, etc.