--- title: Aikido Security Reviews meta_title: 'Aikido Security Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 211 reviews by the users' company size, role or industry to find out how Aikido Security works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 211 scale: '5' date_modified: '2026-07-17' parent_category: name: "DevSecOps\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t" url: https://www.g2.com/categories/devsecops --- # Aikido Security Reviews **Vendor:** Aikido Security **Category:** [Static Application Security Testing (SAST) Software](https://www.g2.com/categories/static-application-security-testing-sast) **Average Rating:** 4.6/5.0 **Total Reviews:** 211 ## About Aikido Security Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class products. Built by developers for developers, Aikido helps teams of any size ship secure software faster, automate protection, and simulate real-world attacks with AI-driven precision. The platform’s proprietary AI cuts noise by 95%, delivers one-click fixes, and saves developers 10+ hours per week. Aikido Intel proactively uncovers vulnerabilities in open source packages before disclosure, helping secure more than 50,000 organizations worldwide, including Revolut, Niantic, Visma, Montblanc, and GoCardless. ## Aikido Security Pros & Cons **What users like:** - Users appreciate the **ease of use** of Aikido Security, benefiting from its clear, actionable insights and seamless integration. (78 reviews) - Users praise Aikido Security for its **fast and user-friendly identification of security issues** in codebases, enhancing development practices. (55 reviews) - Users appreciate the **robust features of Aikido Security** , valuing its usability and effectiveness in enhancing security workflows. (52 reviews) - Users value the **easy integrations** with GitLab, allowing for quick start and effective tracking of security issues. (47 reviews) - Users commend the **easy setup** of Aikido Security, simplifying integration and enhancing their security workflow significantly. (47 reviews) - Setup Ease (39 reviews) - User Interface (36 reviews) - Users praise Aikido's **excellent customer support** that enhances their overall experience and assists effectively when needed. (35 reviews) - Vulnerability Detection (32 reviews) - Automation (31 reviews) **What users dislike:** - Users note the **missing features** in Aikido Security, wishing for more integration and advanced configuration options. (19 reviews) - Users find the **pricing excessive** , particularly for startups, despite acknowledging the product's value. (17 reviews) - Users find Aikido Security has **limited features** , particularly in advanced customization and reporting for complex environments. (16 reviews) - Users find the **entry-level pricing** of Aikido Security too high for startups, limiting adoption and experimentation. (15 reviews) - Users are frustrated by the **lack of features** , especially with local scanning and branch handling limitations. (14 reviews) - Users feel that Aikido Security needs **enhanced REST API functionalities** and improved local CLI experiences for efficiency. (13 reviews) - Users report numerous **false positives** in Aikido Security, leading to confusion and ineffective analysis during scans. (10 reviews) - Inaccuracy (8 reviews) - Insufficient Information (8 reviews) - Limited Customization (8 reviews) ## Aikido Security Reviews ### 1. aikido is a very easy,very simle tools! **Rating:** 5.0/5.0 stars **Reviewed by:** qingshu d. | ceo, Mid-Market (51-1000 emp.) **Reviewed Date:** July 25, 2025 **What do you like best about Aikido Security?** one platform includes sca/sast/iac/cspm/vm /container scan. **What do you dislike about Aikido Security?** The AIKIDO platform cannot be deployed locally, but it must be required for each country and region **What problems is Aikido Security solving and how is that benefiting you?** aikido platform have 12 scanners ,all in one.very easy to use and very simple use. ### 2. Great experience **Rating:** 3.5/5.0 stars **Reviewed by:** Mohd Nabil M. | Assistant Manager, QM & System Control, Small-Business (50 or fewer emp.) **Reviewed Date:** August 03, 2025 **What do you like best about Aikido Security?** Unlike some security tools that overwhelm with false positives, Aikido emphasizes actionable alerts. It filters out the noise and highlights only what truly matters, saving time and reducing alert fatigue. **What do you dislike about Aikido Security?** Power users may find that Aikido lacks deep customization for advanced scanning rules or configurations compared to tools like Snyk or SonarQube. **What problems is Aikido Security solving and how is that benefiting you?** Teams often juggle multiple tools for code scanning, dependency scanning, cloud misconfigurations, etc., leading to disjointed insights and confusion. **Official Response from Michiel Denis:** > Hey Mohd – Appreciate you leaving us a review! Love to read your getting more actionable next steps and less noise. On the advanced scanning rules, we actually allow users to define custom scanning rules (you can write your own smart ignore rules, set up .aikido files to ignore certain CVE's and exclude certain paths from being scanned by Aikido, and set up custom SAST rules). I'm dropping one of the help center links to get you started, but if you drop us an in-app message we'll help you resolve some of the questions you may have. ### 3. Comprehensive review of Aikido Security **Rating:** 5.0/5.0 stars **Reviewed by:** Attiqe Ur R. | Principal Software Engineer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** July 21, 2025 **What do you like best about Aikido Security?** It gives you a 360 degree view of your product. Easy integrations. **What do you dislike about Aikido Security?** For smaller companies, price of reports are bit expensive **What problems is Aikido Security solving and how is that benefiting you?** We are small company and Aikido is giving us valuable information that otherwise we will not have any resources ### 4. Amazing Product **Rating:** 4.5/5.0 stars **Reviewed by:** Nadim H. | DevOps Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** July 29, 2025 **What do you like best about Aikido Security?** The fact that it is an all in one security platform which combines SAST, SCA, etc and removes the fact that multiple vendors are needed is amazing. **What do you dislike about Aikido Security?** It has a limited cloud provider support but it has been progressing positively and i think it won't be an issue in the near future. **What problems is Aikido Security solving and how is that benefiting you?** having to deal with multiple security platforms while aikido is helping me deal with all the needed tools in one place ### 5. Ease of use **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 14, 2025 **What do you like best about Aikido Security?** The technical support is excellent, they attend with professionalism. **What do you dislike about Aikido Security?** The issues table should show the age of detection even though it can be seen in the activity tab. **What problems is Aikido Security solving and how is that benefiting you?** Aikido offers visibility into the security of applications and the platform. ### 6. Very usefull tool **Rating:** 5.0/5.0 stars **Reviewed by:** Cassio L. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** July 18, 2025 **What do you like best about Aikido Security?** Show effectivelly which are the problems that we need to adress **What do you dislike about Aikido Security?** Nothing that we dislike for now, the tool fits our needs **What problems is Aikido Security solving and how is that benefiting you?** It possible to act more proactively to find problems and act in corrections ### 7. It is easy to use **Rating:** 4.5/5.0 stars **Reviewed by:** Salvatore R. | Infrastructure & cyber Security Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** July 24, 2025 **What do you like best about Aikido Security?** The easy way to use and the report that make easy the fix the problem that were discovered. **What do you dislike about Aikido Security?** at the moment there is nothing that I dislike **What problems is Aikido Security solving and how is that benefiting you?** code error ### 8. Does what it needs to do **Rating:** 4.0/5.0 stars **Reviewed by:** Olivier F. | Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 28, 2025 **What do you like best about Aikido Security?** We’ve been using it for almost half a year now. It works exactly as we expected. We’ve needed support twice, and both times we received a quick and helpful response. Integration with our GitHub organization was very easy. **What do you dislike about Aikido Security?** The pricing is quite high for a startup, which is the main reason we’re using the free tier — and for now, it’s enough for us. **What problems is Aikido Security solving and how is that benefiting you?** It is easier to manage everything security related ### 9. Ideal Security Platform for Startups **Rating:** 4.5/5.0 stars **Reviewed by:** Sebastian D. | Head of Software Engineering, Small-Business (50 or fewer emp.) **Reviewed Date:** January 06, 2025 **What do you like best about Aikido Security?** The platform focuses on doing one thing right, increasing the maturity of your company's security posture without having to spend a lot of effort in integration and triaging false positives. Its simple to integrate and simple to adopt for a small startup team that does not have a lot of bandwith but still wants to get better at InfoSec **What do you dislike about Aikido Security?** It wasn't clear at the beginning which features were included in the free trial and which features were not. Its not super easy to "pick and match" which parts of the platform you want to adopt now vs which ones you want to leave for the future. **What problems is Aikido Security solving and how is that benefiting you?** For 27001 certification we wanted to demonstrate that we are doing DAST and SAST continously as part of our software development process ### 10. Great all-in-one security product **Rating:** 5.0/5.0 stars **Reviewed by:** Stephen C. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** August 05, 2025 **What do you like best about Aikido Security?** Aikido is a great all-in-one security product that makes my life easier as an early stage startup founder. The UI/UX is simple and the coverage is broad. Customer support was also good. **What do you dislike about Aikido Security?** Issues and suggested remediations are at times ambiguous. **What problems is Aikido Security solving and how is that benefiting you?** Aikido helps me fulfill my SOC 2 and gives me security piece of mind that our infrastructure is hardened. ### 11. Very good and easy to use **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 24, 2025 **What do you like best about Aikido Security?** It's very easy to use, the interface is clear, the problems are easy to spot and the explanations are good. **What do you dislike about Aikido Security?** They should have a more granular pricing: going from a free tier to paying 299 €/month is a very big step. **What problems is Aikido Security solving and how is that benefiting you?** Aikido is spotting a lot of security problems in our source code, so that we can fix it in a timely manner. ### 12. A Comprehensive Security Solution with Exceptional Support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2025 **What do you like best about Aikido Security?** We’ve been using Aikido Security for almost a year now, and it’s been instrumental in managing our vulnerabilities through its robust repository and container scanning capabilities. The setup process was incredibly easy, allowing us to get started in just a few minutes by leveraging easy connection with Gitlab. Aikido’s integration with Slack has been particularly beneficial, providing us with timely alerts and weekly status reports directly in our Slack channels. This integration has streamlined our workflow, ensuring that we stay on top of security issues without unnecessary noise. The support team has been exceptional, always responsive and helpful. Overall, we very much recommend Aikido as the tool to manage software vulnerabilities. **What do you dislike about Aikido Security?** There is nothing we dislike about the service **What problems is Aikido Security solving and how is that benefiting you?** We use repository and container scanning to manage dependency vulnerabilities. **Official Response from Michiel Denis:** > Thanks for leaving us a review. We're happy to read Aikido became a staple in your vulnerability management process! ### 13. Aikido Review **Rating:** 5.0/5.0 stars **Reviewed by:** Christian D. | SOC Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 23, 2025 **What do you like best about Aikido Security?** We like Aikido scanning and finding secrets and dependencies on our repos and cloud. Reporting is good too for OWASP top 10.The support is good on helping us on our problems. The UI is easy to use. **What do you dislike about Aikido Security?** Some of the features on scanning secrets cannot be found and some features are false positives. **What problems is Aikido Security solving and how is that benefiting you?** Its solving our problem on devsec ops and CI CD pipelines. Helping us to find problems on the haystack. ### 14. about as good as it gets **Rating:** 4.0/5.0 stars **Reviewed by:** Romain S. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** October 15, 2024 **What do you like best about Aikido Security?** I really like the unintrusiveness of their service. It's a webapp where you register your code, container, IaC,... repositories and they scan them regularly pointing out the issues they found via statical analysis. There's integration to easily/automatically create follow up actions (tickets) aso. The app is great, you get up and running quite quickly. Sometimes you need support, and that's great too (even if it's really technical). **What do you dislike about Aikido Security?** - Aikido Security also provides an estimate of how much work (fe "about 1h") it takes to fix a particular issue. I don't know where they got them, but they might as well don't do this as these estimates are completely unreliable. - The automated triage (severity) follows CVE closely, which is rather detached from reality. - The automatic ignore kicks in if there's no fix available. I'm not sure that's what you want. **What problems is Aikido Security solving and how is that benefiting you?** As a company, you cannot just tell a customer: "Trust me, our code/setup/... is secure, we know what we're doing". It doesn't matter if it's actually secure or not; you need an external source that can corroborate your statement. Aikido provides this service **Official Response from Michiel Denis:** > Hey Romain – Thanks for taking the time to leave us a detailed review! Happy to elaborate on some of the concerns for you: 1. On Aikido providing estimates to fix issues: The estimates Aikido provides are based on past and current experience in remediating these issues. Generally they should be highly accurate. Of course, there might be outliers here. Could you provide us with some examples of where the estimate was off? 2. On how automated triage (severity) following CVEs: We modified the scoring by looking if the proof of concept exploitation code for this CVE is available on Github or if the issue is trending, for example. Further, we also allow you to configure your repos that will affect your scoring as well. 3. On the auto-ignoring kicking in: The way the Aikido product works: - Critical issues we ignore because 'package has no fix version available' is mainly for containers. - Instead of listing hundreds of CVEs for container issues, we'll ignore these (just as the Debian team will do) and we'll focus on the 1 'EOL' issue to upgrade that affected container directly. This is one of the examples of Aikido doing extreme compression for users. Of course, we're always happy to iterate based on customer feedback. Feel free to send us a DM and we'll pick this up! ### 15. Ease of use and real value **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 15, 2025 **What do you like best about Aikido Security?** The amount of seamless integrations between Aikido and tons of services used by 99% of the developers. **What do you dislike about Aikido Security?** Having some kind of customisable dashboard to briefly view the data would be a nice touch. **What problems is Aikido Security solving and how is that benefiting you?** This is almost like an automated pen-test. Much less headache, especially when its a growing project ### 16. safe-chain to the rescue **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.) **Reviewed Date:** October 24, 2025 **What do you like best about Aikido Security?** we now use safe-chain for our CI for better security **What do you dislike about Aikido Security?** Like other security solutions you have to make sure you need it, since there is a price tag to it **What problems is Aikido Security solving and how is that benefiting you?** secure npm ci ### 17. Useful product to help with day to day security monitoring **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 05, 2025 **What do you like best about Aikido Security?** Very easy to setup; Using AI to get rid of the noise works well. I particularly like the ability to show exactly how you're using a compromised package, something which can take a while to figure out sometimes. **What do you dislike about Aikido Security?** I don't really have a downside, I just wish there was a price bracket between free and 300EUR. **What problems is Aikido Security solving and how is that benefiting you?** In combination with AWS tools, helping fill the gaps between the app and the infrastructure. Identifying risks in the stack quickly and then being able to solve/remedy with some guidance. ### 18. Quick to setup and packed with the right features **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 05, 2025 **What do you like best about Aikido Security?** Aikido was quick and easy to deploy and delivers clear, relevant alerts without adding complexity. It connects multiple security tools, making them seamless and more efficient to use. It has all the necessary integrations, covers key security needs like SAST, container, and infrastructure scans and the auto-triage with intelligent silencing is a game changer. The UI is intuitive, support has been extremely responsive, and pricing is fair. I also appreciate their participation in the open-source community. Overall, it helps us stay ahead of security issues with minimal effort. **What do you dislike about Aikido Security?** If I had to find something, it would be that the interface has many layers due to the amount of information available, and sometimes one can feel a bit lost navigating it. **What problems is Aikido Security solving and how is that benefiting you?** It helps catch vulnerabilities early, reducing security risks before they reach production. By acting as the glue between different security tools, it simplifies the workflow and ensures that findings are centralized. The auto-triage and intelligent silencing features reduce noise, allowing us to focus on what truly matters. ### 19. Great software for security use. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** July 18, 2025 **What do you like best about Aikido Security?** Easy to use, and easy to understand the results. **What do you dislike about Aikido Security?** I didn't dislike anything about it. The software works great. **What problems is Aikido Security solving and how is that benefiting you?** Troubleshooting our internal security as it pertains to in-house web hosting. ### 20. No-brainer **Rating:** 5.0/5.0 stars **Reviewed by:** Laurens L. | CTO & Co-founder, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2024 **What do you like best about Aikido Security?** Aikido helps us automate both compliance and security. Without Aikido we'd be spending alot more time setting up tooling to have a similar experience. It's great feeling in the team that Aikido is running in the back making sure we have no oversights in security measurements ranging from infrastructure to dependencies. The team is very responsive on feedback and iterates very quickly **What do you dislike about Aikido Security?** There is nothing I dislike about Aikido, it's simple and intuitive. **What problems is Aikido Security solving and how is that benefiting you?** Aikido is helping us stay compliant through automated security scanning. Allowing us to increase pace and deliver quality software without increasing our exposure to security related risks. ### 21. Pretty thorough and good analysis **Rating:** 3.5/5.0 stars **Reviewed by:** Tim Anthony A. | Junior-Softwareentwickler, Small-Business (50 or fewer emp.) **Reviewed Date:** April 01, 2025 **What do you like best about Aikido Security?** Very thorough, able to work throughout multiple files to find security issues and potential vulnerabilities. **What do you dislike about Aikido Security?** Many mails, some things are not correct in the analysis, false positives. **What problems is Aikido Security solving and how is that benefiting you?** Automatic analysis of possible vulnerabilities. **Official Response from Michiel Denis:** > Hey Tim – Thanks for taking the time to leave us a review! Glad to read you like the insights our product brings. We'd love to hear more about potential false positives you're experiencing – we'll reach out to learn more. ### 22. Super easy to use platform to inspect and improve security posture. **Rating:** 5.0/5.0 stars **Reviewed by:** Semir J. | CEO, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** April 02, 2025 **What do you like best about Aikido Security?** I looked at many tools, as a time-poor founder this was the most plug and play solution to get to value fast. Really appreciate the team and the quick support when any questions came up. **What do you dislike about Aikido Security?** I wish it integrated with our database provider (Supabase) but I hear it was shared with the product team to add it to the roadmap. **What problems is Aikido Security solving and how is that benefiting you?** Customers at larger companies require strong security posture. ### 23. Easy setup and integration. Also the support it exceptional good. **Rating:** 4.5/5.0 stars **Reviewed by:** Nico B. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** October 09, 2024 **What do you like best about Aikido Security?** It integrates with all of our used services and scans for security problems and best practicies flawlesly. Also the provided rescources on how to fix the issue are really helpful. We also integrated Aikido in our Slack so we get notified immediatly when new issues pop up. Setting everything up was very easy and the provided guides are up to date. Support is super fast and was able to answer all my questions in a few minutes. **What do you dislike about Aikido Security?** I honestly can not say anything negative about the service. You could discuss about the pricing but the functionality that is provided and the ease of use is totally worth it. **What problems is Aikido Security solving and how is that benefiting you?** As a startup you don't have the rescources and time to look at every aspect of security when building your software. Aikido helps us to identify sucurity issues before we would deploy them and consanty monitors for new threads that might arise. ### 24. Aikido has become our main source of information for actionable security concerns **Rating:** 4.0/5.0 stars **Reviewed by:** Cornelius S. | VP of Engineering, Small-Business (50 or fewer emp.) **Reviewed Date:** October 17, 2024 **What do you like best about Aikido Security?** Aikido provides a comprehensive solution for monitoring and managing security issues across source code, dependencies, containers, and infrastructure. It’s incredibly easy to set up, and their customer support is highly responsive via Slack. Our engineering team relies on Aikido daily to triage new potential threats, and its integration with Linear helps streamline our development process. **What do you dislike about Aikido Security?** The user interface is becoming somewhat complex and requires some time to get accustomed to. **What problems is Aikido Security solving and how is that benefiting you?** Aikido has significantly enhanced our security posture by providing a unified platform to manage and mitigate risks, ultimately saving time and reducing friction in our development pipeline. ### 25. Excellent experience using Aikido SAST **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2025 **What do you like best about Aikido Security?** I primarily deal with cybersecurity from a macro level (GRC) and rarely need to delve into any Dev/Ops testing. The Aikido application easily enabled me to test multiple java programs for a client and provide constructive results for remediation. **What do you dislike about Aikido Security?** The reporting could be better. This may have been the version that I had but it was rather limited in the ability to download/create any custom reports. **What problems is Aikido Security solving and how is that benefiting you?** Providing a current security posture/hygiene for a client ### 26. A Game Changer in Cybersecurity **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 10, 2024 **What do you like best about Aikido Security?** We’ve been using Aikido Security for several months now, and I can confidently say that it has transformed how we manage and mitigate security risks within our organization. From day one, the onboarding process was seamless, and the platform’s intuitive interface made it incredibly easy to integrate with our existing infrastructure. What truly sets Aikido apart is its proactive approach to comprehensive coverage. The real-time alerts give us a clear advantage, helping us stay ahead of potential security issues. Their support team is also top-notch. Whenever we had a question or needed assistance, their response was swift and thorough. If you’re looking for a comprehensive, reliable, and forward-thinking security solution, I highly recommend Aikido Security. It’s a game changer for any organization serious about their security. **What do you dislike about Aikido Security?** One minor frustration is with the platform’s user interface. While it’s generally user-friendly, some of the more advanced features are buried deep within the interface, making them harder to access without a bit of digging. This could be streamlined to save time for users who need to manage multiple tasks quickly. **What problems is Aikido Security solving and how is that benefiting you?** Aikido Security has helped us tackle some of the most critical cybersecurity challenges. One of the biggest problems it solves is identifying vulnerabilities across our systems and the all in one approach toward cyber security. **Official Response from Michiel Denis:** > Hi there – Thanks a lot for taking the time to leave us these kind words! When it comes to any feedback you have about our UI, do you mind telling us (per email or over direct chat) which of the advanced features you're referring to? We're happy to take a look and see if we can improve the experience for everyone! ### 27. Amazed by insights of the free version **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2025 **What do you like best about Aikido Security?** Our dev team loves the self-serve approach on Aikido. **What do you dislike about Aikido Security?** PR Auto fixes are sometimes not as good as they could be. **What problems is Aikido Security solving and how is that benefiting you?** All-in-One security solution instead of various Island solutions. **Official Response from Michiel Denis:** > Hey there – Thanks for leaving us a review! Glad to hear you like our free version, it's here to stay and we keep adding new functionalities to it on an ongoing basis. I'd be very curious to learn which issues you're experiencing with Autofix – do you mind dropping us a line through our chat function, or via hello@aikido.dev and referencing G2? ### 28. Auto security **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.) **Reviewed Date:** January 08, 2025 **What do you like best about Aikido Security?** I really like how Aikido helps you rise your awareness about the state of your apps or websites. WIthout it, you rarely delve deep into the current state of your security, leaving you vurnerable at times. **What do you dislike about Aikido Security?** I think, it might make you paranaoid at times. I caught my myself watching the dashboard very often. **What problems is Aikido Security solving and how is that benefiting you?** It helps me automate the security audit of my apps ### 29. Fully satisfied with the great experience **Rating:** 5.0/5.0 stars **Reviewed by:** Konstantin S. | Head of information security, Mid-Market (51-1000 emp.) **Reviewed Date:** December 13, 2024 **What do you like best about Aikido Security?** Performance, false positive removal mechanism, user-friendly interface, great integrations with different development tools, autofix function **What do you dislike about Aikido Security?** I think web application firewall is not their best option **What problems is Aikido Security solving and how is that benefiting you?** We covered our application security program with Aikido. **Official Response from Michiel Denis:** > Hey Konstantin – Glad to hear you're enjoying our autofix and noise reduction mechanisms. On Zen, our in-app firewall: thanks for sharing your sentiment, we're definitely keen to go more in-detail with you. We'll send you a message. ### 30. No Non-sense Security **Rating:** 4.5/5.0 stars **Reviewed by:** Thomas M. | Sr. Security Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** December 12, 2024 **What do you like best about Aikido Security?** All-in one package. Focusing on what is relevant **What do you dislike about Aikido Security?** Pricing and featyure aasdasdadasdasdasdasd **What problems is Aikido Security solving and how is that benefiting you?** Our DevSecOps pipeline is now strong and only clean code is moved to production. continous assessment and optimal developer time unitlization. ### 31. Swiss army knife for security teams **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** October 16, 2024 **What do you like best about Aikido Security?** Aikido is a highly scalable and easy to use solution, which aggregates multiple controls in one place and integrates seamlessly with IDEs and CI/CD pipelines. The support team is responsive and made quick adjustments in our environment. Additionally, it efficiently filters out obvious false positive alerts, which saved us many MD. **What do you dislike about Aikido Security?** The only disadvantage I see is that SSO is available only in the Pro plan. As a security solution which well understands the benefits of SSO, it's a pity that it's not available to all (paid) plans. **What problems is Aikido Security solving and how is that benefiting you?** Aggregates a lot of security controls under the one interface. **Official Response from Michiel Denis:** > Hi there – Love reading you enjoy our IDE and CI/CD integrations and considering us your swiss army knife! On the SSO integration, do you mind sending us a chat/email? Let's see if we can enable this for you. ### 32. Scan Github repo in realtime for security issues/improvements **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Printing | Small-Business (50 or fewer emp.) **Reviewed Date:** October 25, 2024 **What do you like best about Aikido Security?** Aikido is very easy to implement, in less then 10 minutes we had our first report. The reports are very to the point while mentioning all the necessary information so our devs can easily plan and update the system. We contacted support for one minor issue and got a reply in less then 4hours. Today we use Aikido at least once a week to check if there are any new improvements to be made. **What do you dislike about Aikido Security?** Price is higher then I would like it to be. **What problems is Aikido Security solving and how is that benefiting you?** Scanning for security vulnerabilities for our online applications. ### 33. A promising new AppSec tool **Rating:** 4.5/5.0 stars **Reviewed by:** Yohann B. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 08, 2024 **What do you like best about Aikido Security?** Our organization implemented Aikido as our main Application Security app to take care of SCA, SAST, Container/Secret Scanning within our code base. Overall, we are very happy with Aikido's performance and ease of use. The deployment was quick and easy thanks to the Bitbucket Cloud integration. I think the game changing features of Aikido is the auto-ignore capability and the reachability analysis. It helps our development team save time triaging false positives as well as prioritising issues that need to be addressed quickly. The support we have received from the Aikido team has been top notch. **What do you dislike about Aikido Security?** While Aikido has proven to be a valuable tool for us, there are some features that are missing or could be improved. Since we are a small security team, we rely a lot on automation via REST API. For example, the REST API is missing some functionalities where it is not possible at the moment to ignore/snooze/adjust severity of an issue. The output from the REST/CI API when retrieving details about an issue could have more information (line of code vulnerable, description of the issue, teams responsible, etc...). However, despite those minor functionalities missing, the team at Aikido has been amazing at implementing new features in record time when we have identified gaps. **What problems is Aikido Security solving and how is that benefiting you?** Aikido is helping us with our application security program by assisting our developers found vulnerabilities in our code base and remediate them. The true power of Aikido lies in its ability to auto ignore false positives and therefore save us time to focus on the real issues. **Official Response from Michiel Denis:** > Hey Yohann – I appreciate your feedback on Aikido! Glad to hear we've been able to support you and the team well in your AppSec journey. On our API, we're continuously shipping updates and improvements to our product. If you feel like you're still missing anything, don't hesitate to drop us a line through chat or email and we'll look into it! ### 34. Excellent Security Software & Company **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 06, 2024 **What do you like best about Aikido Security?** We were looking for a cheaper alternative to Snyk and Aikido fills that role fantastically. Good software, easy UI and most important of all very easy to talk to with feedback. Everything was really simple to set-up and onboarding of team members a breeze. **What do you dislike about Aikido Security?** Would like better integrations with Atlassian Platform (for Teams) and Atlassian Compass (for developer metrics and scorecards) **What problems is Aikido Security solving and how is that benefiting you?** Giving confidence in the security of our applications. A way of advertising to customers that security is taken seriously. ### 35. Simple security scanning that just works **Rating:** 5.0/5.0 stars **Reviewed by:** Erwin R. | Clojure Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 14, 2024 **What do you like best about Aikido Security?** Aikido integrates various open source security tools like Trivy and zaproxy in one simple to use dashboard where false positives and duplicates are removed. The team responds quickly on inquiries and explains clearly why certain findings are not shown. We are very happy that we do not have to integrate all these tools ourselves, that security experts do that work for us. **What do you dislike about Aikido Security?** The UI is sometimes a bit wobbly (if you click a checkbox sometimes the page jumps and some UX flows could improve), but I expect this to improve once Aikido becomes more established. **What problems is Aikido Security solving and how is that benefiting you?** Adhering to the security standards of ISO-27001. Knowing where vulnerabilities are and how we can fix them. ### 36. Effective and fair priced solution **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** November 08, 2024 **What do you like best about Aikido Security?** Compared to well known competitors like Snyk, Aikido is much more affordable, more complete and most importantly much better at presenting the vulnerabilities that are actually reaching your systems. They use many popular open source libraries to scan your code, as well as propriatary ones, giving you a good mix **What do you dislike about Aikido Security?** At this moment I have no things I dislike **What problems is Aikido Security solving and how is that benefiting you?** Clear and central view on important vulnerabilities ### 37. Aikido is the perfect SaaS tool to manage our security **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 25, 2024 **What do you like best about Aikido Security?** Aikido does a great job filtering out the noise you get by the standard scanners out there. They bundle a bunch of scanning techniques into their offering makes it quite effortless to check the security of our entire stack. They are very responsive and client oriented. **What do you dislike about Aikido Security?** Setting up from scratch would be easier of bulk actions were support in the UI. It would also be great to set it up from code instead of clicking about in the interface. **What problems is Aikido Security solving and how is that benefiting you?** It centralizes all findings which gives a good general overview of our security posture. It also makes suggestions and auto-ignores irrelevant findings, making it more efficient than the other tools out there. ### 38. Nice security tool which does everything for the right price. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 13, 2024 **What do you like best about Aikido Security?** It has everything from cloud scanning to repository scanning, licence management, container scanning, etc. **What do you dislike about Aikido Security?** Each repository needs to have a workspace and users. The workspace should not be tied to the repository. **What problems is Aikido Security solving and how is that benefiting you?** It is all in one tool, which is very useful. **Official Response from Michiel Denis:** > Hi there – Thanks for leaving us a review! Regarding the problem you're experiencing with the workspace/repository setup: there's a chance your configuration might not be set up properly as you shouldn't have to deal with this issue. We're happy to help get this sorted for you! Do you mind dropping us a line through Slack/Teams? ### 39. Aikido - Perfect security fit for any IT platform **Rating:** 5.0/5.0 stars **Reviewed by:** Jonas L. | Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 19, 2024 **What do you like best about Aikido Security?** The standout feature of Aikido Security for me is its ease of use. The platform's wide variety of compatibilities enables seamless integration into our technology stack with minimal effort, especially when compared to configuring multiple separate open-source solutions. I would also like to commend the exceptional support and guidance from their team. They truly understand our needs and we have seamlessly integrated their improvements into our agile workflow. Our weekly sprints have become more robust with their input, ensuring that our platform remains secure. Furthermore, Aikido encourages the adoption of security best practices, transforming it from merely a tool to a partner in our security strategy. **What do you dislike about Aikido Security?** My experience with Aikido Security has been predominantly positive. **What problems is Aikido Security solving and how is that benefiting you?** Aikido is key in refining our security management. It sharpens our focus on actual security threats, enabling us to tackle genuine vulnerabilities with precision. Furthermore, Aikido provides critical support as we navigate the complexities of achieving compliance with ISO 27001 and SOC 2, laying a solid foundation for robust information security practices. ### 40. Security in a clear interface **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Industrial Automation | Mid-Market (51-1000 emp.) **Reviewed Date:** December 13, 2024 **What do you like best about Aikido Security?** Aikido offers a security solution with a well-organized and clear interface and a great user experience. Support is quick to react. **What do you dislike about Aikido Security?** Does not support all types of cloud providers. **What problems is Aikido Security solving and how is that benefiting you?** Aikdio helps to manage vulnerabilities. **Official Response from Michiel Denis:** > Thanks for leaving us a review! Glad you're enjoying our UI/UX and fast response time when you're in need of help. We're always looking for ways to expand our offering, whether it's new functionalities or additional integrations with cloud providers. Feel free to DM us with the cloud provider you'd like to see, and we're happy to look into it. ### 41. One-stop shop for application security **Rating:** 4.5/5.0 stars **Reviewed by:** Kenny K. | Lead Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** December 13, 2024 **What do you like best about Aikido Security?** The intuïtive interface and the very fast support **What do you dislike about Aikido Security?** I notice a lot of features still in flux, but definitely moving in the right direction **What problems is Aikido Security solving and how is that benefiting you?** Different aspoects of secuirty monitoring of our application **Official Response from Michiel Denis:** > Thanks for leaving us a review, Kenny! Glad to read you like our UX and the level of support you're receiving from the team. We do take an iterative approach to our software development lifecycle to be able to bring new functionalities to our customers as soon as possible, broadening the amount of security tools step by step. Don't hesitate to drop us a message on Slack/Teams if you'd have any feedback about potential improvements being in flux – we're happy to assist! ### 42. The best all-in-one ASPM security solution for startups! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 15, 2024 **What do you like best about Aikido Security?** The UI/UX of Aikido Security is amazing, making it one of the very few tools on the market that does not require a lot of reading to integrate and use! **What do you dislike about Aikido Security?** I think sometimes the pricing model could be confusing but they are improving. **What problems is Aikido Security solving and how is that benefiting you?** Everything related to Application Security! From code, to cloud and runtime. ### 43. Useful security findings on project repos **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** October 14, 2024 **What do you like best about Aikido Security?** The ease of use and the fact that we don't need to scan on our side, third party libraries in to ensure that the project is secure **What do you dislike about Aikido Security?** Sometimes the issues does not have a clear description of what the problem can cause in the project **What problems is Aikido Security solving and how is that benefiting you?** Mainly library updates and small security bug fixes ### 44. Replaces a lot of security tools and provides focus by eliminating waste **Rating:** 5.0/5.0 stars **Reviewed by:** Matthias B. | Engineering Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** October 17, 2024 **What do you like best about Aikido Security?** Clear actionable list of items you need to address right now. And options for planning later. **What do you dislike about Aikido Security?** Once you go beyond the actions you might need a lot clicks to find what you want. It's getting better every month. **What problems is Aikido Security solving and how is that benefiting you?** Replaces many tools and has a good reporting that is filtered. ### 45. General security without any faff **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** October 28, 2024 **What do you like best about Aikido Security?** It's simple to connect, it gives meaningful alerts and integrate well with our tools. **What do you dislike about Aikido Security?** We miss more in-depth analysis for some standards like SOC or PCI-DSS, IaaC review and more IDE integration **What problems is Aikido Security solving and how is that benefiting you?** Making sure vulnerabilities are early identified and addressed **Official Response from Michiel Denis:** > Hi there – Thanks for leaving us a review! Glad to hear Aikido's delivering a simple and meaningful experience to you and the team. We take feedback seriously and are always looking for way to make the product more valuable to clients, so we'd love to hear more about what you'd like to see improved on compliance, IaaC & IDE! If you have a moment, feel free to reach out through instant messaging or per email. ### 46. Great app to detect security issues **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** October 09, 2024 **What do you like best about Aikido Security?** The setup was really quick and the app immediately delivered usefull insight. **What do you dislike about Aikido Security?** The price could be a deal breaker for small companies. **What problems is Aikido Security solving and how is that benefiting you?** Immediate detection of security issues that could be leaked by dev. ### 47. A wonderful security tool loved by engineers and developers **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 12, 2024 **What do you like best about Aikido Security?** Aikido allowed us to implement a security by design process smoothly and quickly. My team loves the integration with Jira and how it feels a tool tailored on their needs of engineers (not security experts), no less and no more. Working with Aikido's team has been great, both in supporting us in the selection process and receiving our feedback - many times resulting is a rapid development of new features! Given the affordable price for me it's a not brainer for any small-medium sized company **What do you dislike about Aikido Security?** My experience with Aikido has been positive for the most part. There are few UX/UI tweaks that we had to overcome, but nothing major or that made us rethink of our choice. **What problems is Aikido Security solving and how is that benefiting you?** We needed a tool to easily identify vulnerabilities in our repositories; Aikido is not only doing it, but it has also become a key component of our secuirty by design process. ### 48. Out-of-the box instant security **Rating:** 4.5/5.0 stars **Reviewed by:** Pieter S. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 24, 2023 **What do you like best about Aikido Security?** Aikido Security is very easy to setup and delivers its first results in mere minutes. It combines all the essential security scanning such as repo scanning, cloud security, credential leakage, ... in one package that's easy to use by any development team. **What do you dislike about Aikido Security?** Initially we were missing some features and support for code languages. But since this is a product that is rapidely evolving these we're quickly added and since then we haven't had any real dislikes. **What problems is Aikido Security solving and how is that benefiting you?** Aikido provides an all-in-one security vulnerability scanner that offers a wide range of support for different security domains. This allows us to streamline our security proces, discover and treat issues a lot faster and gives us one overview of our security posture. It does all of this at a price setting that is affordable for SMB's while giving access to a lot of features that are most commenly found in enterprise plans. ### 49. Aikido makes security accessible & easy **Rating:** 4.0/5.0 stars **Reviewed by:** Ajdin L. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** August 18, 2023 **What do you like best about Aikido Security?** Aikido is primarily based on already available tools, making it feasible to replicate the basic technical functionalities it offers. This means they aren't introducing any novel security scanning features. They're also very open about this by providing some references to how and with which tool a certain finding was found. For our specific use case, I believe Aikido's strength lies in other areas, mostly addressing false positives and providing an easy to use platform to have a full understanding of your security situation. Addressing false positives is accomplished by considering factors such as the environment (dev/prod) and whether the vulnerable function or feature is present in your code base. If we were to develop our own security tools using CI/CD pipelines or something comparable, we'd be stuck with numerous false alerts each week, necessitating manual review. As previously mentioned, replicating the basic technical features Aikido provides is possible. While it would be a resource-intensive and tedious task, it's certainly achievable (which we started doing at some point before we started using Aikido). However, one challenging aspect to replicate is the capability to integrate various security tools into a single platform/interface, catered to both management and technical personnel. **What do you dislike about Aikido Security?** We've only been using the tool for a couple of months so our experience is very limited but I do find myself going through the suppressed findings more often than I would like to admit to ensure it's not suppressing anything it shouldn't. So far, my findings here were limited. Also, we run a heavy Java backend and the support there is still very limited. The team has let me know that they are already working on it so I'm curious how that will turn out. We've also had some issues with their Github Action (timeouts mostly) and the team was very helpful in fixing these issues within a business day most of the time. **What problems is Aikido Security solving and how is that benefiting you?** The tool was initially implemented to meet some ISO standards. We already did some (manual) periodic scanning ourselves but Aikido was a great addition since it did the scanning automatically, more frequently and it would provide the necessary reporting to management and auditors. ### 50. Aikido is on a promising trajectory and leaves me optimistic about its future. **Rating:** 4.5/5.0 stars **Reviewed by:** Jonathan V. | (Embedded) Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 09, 2023 **What do you like best about Aikido Security?** In an age where security vulnerabilities are rampant, it's crucial to equip your software development lifecycle with a comprehensive set of tools that can cover every aspect of security. Recently, I had the opportunity to try Aikido, which brings together a multitude of features under one roof. As a user of this security tool, I've found the Open Source Dependency Scanning (SCA), Static Code Analysis, Open Source License Scanning, and Malware Detection in Dependencies to be an integral part of my development workflow. The SCA keeps me worry-free about vulnerabilities, and I love how the Static Code Analysis catches issues before they even reach the main code. The license scanning has saved me a lot of headaches, letting me know if there are any hidden dangers in the licenses I'm using. And the Malware Detection? It’s like having a silent guardian watching over my code, ensuring nothing malicious sneaks in. All these features feel well-thought-out and designed with a developer like me in mind. It's not just about security; it's about peace of mind, knowing that my work is safe and sound. It's been a great experience, and I wouldn't want to code without these tools by my side. **What do you dislike about Aikido Security?** It's clear that the tool is on a promising trajectory, and I'm genuinely excited about what's to come. The information provided about detected issues is precise and insightful, making me feel secure in those areas. However, I sometimes wonder if there might be hidden issues not yet brought to light. Despite this concern, I have confidence in the team behind the tool, and I firmly believe that any potential gaps will be addressed in future updates. I'm keeping a close eye on its progress and remain optimistic that this tool will continue to evolve into an even more essential part of my security toolkit. **What problems is Aikido Security solving and how is that benefiting you?** As a developer, Aikido has been instrumental in transforming the way I handle third-party code within our projects. With an ever-present need to comply with ISO certification requirements, the tool's capabilities in detecting and reporting vulnerabilities in third-party code have been nothing short of a lifeline. Before Aikido, the process was time-consuming and labor-intensive, requiring meticulous manual checks that were prone to human error. Now, Aikido takes care of this critical aspect with efficiency and precision, allowing me to focus on what I do best: creating and innovating. The tool not only ensures that our code adheres to the stringent standards required for ISO certification but also saves an enormous amount of time that was once spent in the cumbersome process of vulnerability detection. It's a game-changer in our workflow, delivering both compliance and convenience. - [View Aikido Security pricing details and edition comparison](https://www.g2.com/products/aikido-security/reviews?page=4§ion=pricing&secure%5Bexpires_at%5D=2026-07-17+07%3A38%3A50+-0500&secure%5Bsession_id%5D=79875ce6-c096-4798-8e60-b8bf9b027dee&secure%5Btoken%5D=6d3021d14b7cccf2485d9742f062ca87ce9e200d3adf2a667c5ab41f64b08651&format=llm_user) ## Aikido Security Integrations - [Android Studio](https://www.g2.com/products/android-studio/reviews) - [Asana](https://www.g2.com/products/asana/reviews) - [Atlassian Atlas](https://www.g2.com/products/atlassian-atlas/reviews) - [AWS and Cloud Services](https://www.g2.com/products/aws-and-cloud-services/reviews) - [AWS Cloud](https://www.g2.com/products/aws-cloud/reviews) - [Azure Boards](https://www.g2.com/products/azure-boards/reviews) - [Azure Container Registry](https://www.g2.com/products/azure-container-registry/reviews) - [Azure DevOps Server](https://www.g2.com/products/azure-devops-server/reviews) - 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Application Security Posture Management (ASPM)** - Vulnerability Management - Risk Assessment and Prioritization - Compliance Management - Policy Enforcement **Security - Cloud-Native Application Protection Platform (CNAPP)** - Workload and container security - Threat detection and response - DevSecOps Integrations - Unified Visibility **Performance - AI AppSec Assistants** - Remediation - Real-time Vulnerability Detection - Accuracy **Cloud Visibility** - Data Discovery - Cloud Registry - Cloud Gap Analytics **Analysis** - Issue Tracking - Reconnaissance - Vulnerability Scan **Analysis** - Reporting and Analytics - Issue Tracking - Static Code Analysis - Code Analysis **Analysis** - Reporting and Analytics - Issue Tracking - Static Code Analysis - Vulnerability Scan - Code Analysis **Monitoring** - Continuous Image Assurance **Network** - Compliance Testing - Perimeter Scanning - Configuration Monitoring **Effectiveness - Software Composition Analysis** - Remediation Suggestions - Continuous Monitoring - Thorough Detection **Security** - False Positives - Custom Compliance - Agility **Visibility** - Multicloud Visibility - Asset Discovery **Tracking** - Bill of Materials - Audit Trails - Monitoring **Integration and efficiency - Application Security Posture Management (ASPM)** - Integration with Development Tools - Automation and Efficiency **Artificial Intelligence - Cloud-Native Application Protection Platform (CNAPP)** - Intelligent remediations and suggestions - Risk prioritization - Anomaly detection using machine learning **Integration - AI AppSec Assistants** - Stack Integration - Workflow Integration - Codebase Contextual Awareness **Security** - Data Security - Data loss Prevention - Security Auditing **Testing** - Command-Line Tools - Manual Testing - Test Automation - Performance and Reliability **Testing** - Command-Line Tools - Manual Testing - Test Automation - Compliance Testing - Black-Box Scanning - False Positives **Testing** - Manual Testing - Compliance Testing - Black-Box Scanning - False Positives **Protection** - Runtime Protection **Application** - Manual Application Testing - Static Code Analysis - Black Box Testing **Vulnerability Management** - Vulnerability Scanning - Vulnerability Intelligence - Risk-Prioritization **Reporting and Analytics - Application Security Posture Management (ASPM)** - Trend Analysis - Risk Scoring - Customizable Dashboards **Cloud Configuration Management - Cloud-Native Application Protection Platform (CNAPP)** - Multi-cloud visibility - Cloud Security Posture Management (CSPM) **Identity** - SSO - Governance - User Analytics **Agentic AI - Vulnerability Scanner** - Autonomous Task Execution - Proactive Assistance **Agentic AI - Static Application Security Testing (SAST)** - Autonomous Task Execution **Agentic AI - Cloud-Native Application Protection Platform (CNAPP)** - Autonomous Task Execution - Adaptive Learning **Agentic AI - Application Security Posture Management (ASPM)** - Autonomous Task Execution - Multi-step Planning ## Top Aikido Security Alternatives - 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