--- title: OpsPilot Reviews meta\_title: 'OpsPilot Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 180 reviews by the users' company size, role or industry to find out how OpsPilot works for a business like yours. aggregate\_rating: rating\_value: 4.8 review\_count: 180 scale: '5' date\_modified: '2026-08-10' parent\_category: name: Monitoring url: https://www.g2.com/categories/monitoring --- ### OpsPilot Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users appreciate the **ease of use** of OpsPilot, allowing for straightforward setup and effortless monitoring of applications. [(10 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1115332&qs=pros-and-cons#reviews) Users find the **real-time web metrics and insights** from OpsPilot extremely useful for monitoring and optimizing app performance. [(8 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1113320&qs=pros-and-cons#reviews) Users appreciate the **real-time visibility and detailed insights** provided by FusionReactor APM for effective monitoring. [(8 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1116559&qs=pros-and-cons#reviews) Users love the **real-time monitoring** capabilities of OpsPilot, enabling effective troubleshooting and performance optimization. [(7 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1120601&qs=pros-and-cons#reviews) Users commend the **excellent customer support** of OpsPilot, noting their friendly and responsive assistance for all inquiries. [(6 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1113880&qs=pros-and-cons#reviews) Users find the **learning curve steep** due to complex features and confusing settings, impacting effective use of OpsPilot. [(4 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1116669&qs=pros-and-cons#reviews) Users find **difficult configuration** a challenge, often struggling with settings spread across various menus and options. [(3 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=2060382&qs=pros-and-cons#reviews) Users face a **learning difficulty** with OpsPilot, as setup and feature complexity can be overwhelming initially. [(3 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1115758&qs=pros-and-cons#reviews) Users find the **UI confusing** and prefer the clearer layout of the on-premises version of OpsPilot. [(3 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1116616&qs=pros-and-cons#reviews) Users find the **UI design confusing** , especially in the Cloud version, impacting usability and clarity significantly. [(3 mentions)](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1115041&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of OpsPilot ##### 1. Ease of Use Users appreciate the **ease of use** of OpsPilot, allowing for straightforward setup and effortless monitoring of applications. [ See 10 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1115332&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.5/5 "Using FusionReacton on CF11 and CF23" What do you like about OpsPilot? I have used Fusion Reactor on both my CF11 and CF23 installations, and I find that the insights it offers are both comprehensive and detailed. This ha BB Brandon B. Enterprise (\> 1000 emp.) 5.0/5 "Customer Success with FusionReactor" What do you like about OpsPilot? The AI and its expanded capabilities are straightforward to use, the support provided by the team ensures an excellent end-user experience, and the ab ##### 2. Insights Users find the **real-time web metrics and insights** from OpsPilot extremely useful for monitoring and optimizing app performance. [ See 8 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1113320&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.5/5 "Using FusionReacton on CF11 and CF23" What do you like about OpsPilot? I have used Fusion Reactor on both my CF11 and CF23 installations, and I find that the insights it offers are both comprehensive and detailed. This ha ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 5.0/5 "Great fast support!" What do you like about OpsPilot? FusionReactor is vital to our org to ensuring we are getting the best of ColdFusion. Our favorite feature is the ability to monitor slow transactions ##### 3. Monitoring Users appreciate the **real-time visibility and detailed insights** provided by FusionReactor APM for effective monitoring. [ See 8 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1116559&qs=pros-and-cons#reviews) See Related User Reviews OC Octavian C. Small-Business (50 or fewer emp.) 5.0/5 "FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection" What do you like about OpsPilot? The ability to see memory usage in real time—and quickly identify leaks or abnormal spikes—makes troubleshooting far more efficient. On top of that, t ![Erick Vincent Steve G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Erick Vincent Steve G.") EG Erick Vincent Steve G. Enterprise (\> 1000 emp.) 4.0/5 "A tool for Deep Java and ColdFusion Monitoring" What do you like about OpsPilot? I really like how FusionReactor APM gives me clear, real time visibility into applications. Its not just standard monitoring it lets me dig into threa ##### 4. Real-time Monitoring Users love the **real-time monitoring** capabilities of OpsPilot, enabling effective troubleshooting and performance optimization. [ See 7 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1120601&qs=pros-and-cons#reviews) See Related User Reviews OC Octavian C. Small-Business (50 or fewer emp.) 5.0/5 "FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection" What do you like about OpsPilot? The ability to see memory usage in real time—and quickly identify leaks or abnormal spikes—makes troubleshooting far more efficient. On top of that, t ![Erick Vincent Steve G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Erick Vincent Steve G.") EG Erick Vincent Steve G. Enterprise (\> 1000 emp.) 4.0/5 "A tool for Deep Java and ColdFusion Monitoring" What do you like about OpsPilot? I really like how FusionReactor APM gives me clear, real time visibility into applications. Its not just standard monitoring it lets me dig into threa ##### 5. Customer Support Users commend the **excellent customer support** of OpsPilot, noting their friendly and responsive assistance for all inquiries. [ See 6 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1113880&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.5/5 "Using FusionReacton on CF11 and CF23" What do you like about OpsPilot? I have used Fusion Reactor on both my CF11 and CF23 installations, and I find that the insights it offers are both comprehensive and detailed. This ha BB Brandon B. Enterprise (\> 1000 emp.) 5.0/5 "Customer Success with FusionReactor" What do you like about OpsPilot? The AI and its expanded capabilities are straightforward to use, the support provided by the team ensures an excellent end-user experience, and the ab ### 5 Cons or Disadvantages of OpsPilot ##### 1. Learning Curve Users find the **learning curve steep** due to complex features and confusing settings, impacting effective use of OpsPilot. [ See 4 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1116669&qs=pros-and-cons#reviews) See Related User Reviews OC Octavian C. Small-Business (50 or fewer emp.) 5.0/5 "FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection" What do you dislike about OpsPilot? Some advanced features require careful configuration to get the most value from them. Without proper tuning, it’s possible to either miss important in MA Mohammed A. Mid-Market (51-1000 emp.) 5.0/5 "Must have for CF application monitoring and troubleshooting" What do you dislike about OpsPilot? Some of its features and their complexity can be overwhelming. ##### 2. Difficult Configuration Users find **difficult configuration** a challenge, often struggling with settings spread across various menus and options. [ See 3 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=2060382&qs=pros-and-cons#reviews) See Related User Reviews OC Octavian C. Small-Business (50 or fewer emp.) 5.0/5 "FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection" What do you dislike about OpsPilot? Some advanced features require careful configuration to get the most value from them. Without proper tuning, it’s possible to either miss important in ![Lewis H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lewis H.") LH Lewis H. Mid-Market (51-1000 emp.) 5.0/5 "Great tool for us and the developers" What do you dislike about OpsPilot? Setting up alerts and notifications can be complex, and some of our users have reported difficulties in configuring them to meet their specific needs. ##### 3. Learning Difficulty Users face a **learning difficulty** with OpsPilot, as setup and feature complexity can be overwhelming initially. [ See 3 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1115758&qs=pros-and-cons#reviews) See Related User Reviews ![Lewis H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lewis H.") LH Lewis H. Mid-Market (51-1000 emp.) 5.0/5 "Great tool for us and the developers" What do you dislike about OpsPilot? Setting up alerts and notifications can be complex, and some of our users have reported difficulties in configuring them to meet their specific needs. MA Mohammed A. Mid-Market (51-1000 emp.) 5.0/5 "Must have for CF application monitoring and troubleshooting" What do you dislike about OpsPilot? Some of its features and their complexity can be overwhelming. ##### 4. Poor UI Users find the **UI confusing** and prefer the clearer layout of the on-premises version of OpsPilot. [ See 3 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1116616&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Complete application oversight" What do you dislike about OpsPilot? The cloud version's interface/UI is a little bit confusing at first, but they are still constantly working on it and improving it. CR Charles R. Small-Business (50 or fewer emp.) 4.5/5 "FusionReactor provides in-depth application server monitoring" What do you dislike about OpsPilot? I think the Cloud version of FusionReactor lacks the memory features of the on-premises version. This is disappointing. I also think the GUI of the on ##### 5. Poor UI Design Users find the **UI design confusing** , especially in the Cloud version, impacting usability and clarity significantly. [ See 3 mentions ](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1115041&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Complete application oversight" What do you dislike about OpsPilot? The cloud version's interface/UI is a little bit confusing at first, but they are still constantly working on it and improving it. CR Charles R. Small-Business (50 or fewer emp.) 4.5/5 "FusionReactor provides in-depth application server monitoring" What do you dislike about OpsPilot? I think the Cloud version of FusionReactor lacks the memory features of the on-premises version. This is disappointing. I also think the GUI of the on OC Octavian C. Technical Director Small-Business (50 or fewer emp.) 2/26/2026 "FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection" 5/5 What do you like best about OpsPilot? The ability to see memory usage in real time—and quickly identify leaks or abnormal spikes—makes troubleshooting far more efficient. On top of that, tracking every request gives complete visibility into application performance, helping pinpoint slow transactions or bottlenecks with precision. Another standout feature is its built-in crash protection and monitoring. Knowing the system can automatically detect critical issues and help prevent unexpected downtime provides real confidence in production environments. Overall, FusionReactor APM combines deep visibility with proactive protection, which makes it an invaluable tool for maintaining application stability and performance. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? Some advanced features require careful configuration to get the most value from them. Without proper tuning, it’s possible to either miss important insights or collect more data than necessary, which can impact performance or clarity. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? FusionReactor APM is solving the problem of limited visibility into how our application is actually being used in real-world conditions. By providing deep insight into request activity, memory usage, transaction performance, and user behaviour, it allows us to understand exactly how the application performs under load and how users interact with it. Instead of guessing where bottlenecks or inefficiencies might be, we can rely on precise data. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![René H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "René H.") RH René H. Cloud-Architekt Mid-Market (51-1000 emp.) 9/10/2025 "Ein echtes "Must-Have" für jeden Betreiber eines Anwendungsservers." 5/5 What do you like best about OpsPilot? FR brings "light into the darkness" for me. I also like how this monitoring software is constantly being expanded and developed in a progressive manner. The cloud integration offers many advantages. I can't say directly what I like best about it; for me, it is a daily tool to observe, check, and monitor the direct impacts of my work on the servers. For error analysis, it provides me with very tailored tools and usually gets me to the goal immediately. I also really like the AI support. It often provides very useful tips to narrow down errors. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? Fundamentally, it is very expensive. We have a lot of instances in the cloud, and we cannot run it on all installations, as that would far exceed our budget. Compared to the range of functions, the price is certainly justified, but as a standard monitoring tool on all instances, it is unfortunately too expensive, at least in our environment. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? Clear Server & Application Monitoring. Help for error diagnosis, the tools can see very deep into the code, and the AI advisors are often very targeted. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller inviteAI Translated ![sean r.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "sean r.") SR sean r. Development Manager Small-Business (50 or fewer emp.) 4/4/2023 "Fusion Reactor has been an amazing and invaluable tool, in helping us monitor and troubleshooting" 4.5/5 What do you like best about OpsPilot? Real-time monitoring of application performance, especially monitoring requests, in real-time. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? Would be nice if some of the views/metrics were a little more customizable. So I could see the exact information I want, without having to run multiple reports Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? Helps us see what impact our CF application is having on our servers and what the origins and impacts website traffic is having on our servers. Review collected by and hosted on G2.com. Show More 12/7/2025 Current UserValidated ReviewerIncentivizedSource: Seller invite BB Brandon B. Sr. Manager of IT Enterprise (\> 1000 emp.) 9/17/2025 "Customer Success with FusionReactor" 5/5 What do you like best about OpsPilot? The AI and its expanded capabilities are straightforward to use, the support provided by the team ensures an excellent end-user experience, and the ability to integrate all functions within a single platform makes this tool indispensable. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? At this time, we have not identified any drawbacks when using the cloud version. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? FusionReactor APM is helping us identify and resolve performance bottlenecks, monitor application health in real time, and quickly diagnose issues across complex environments. By providing deep visibility into transactions, database queries, and server performance, it reduces downtime, accelerates troubleshooting, and improves overall system reliability. As a result, our team can proactively address potential problems before they impact end users, which enhances efficiency, reduces operational costs, and ensures a smoother experience for our customers." Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") UH Verified User in Hospital & Health Care Small-Business (50 or fewer emp.) 10/7/2025 "Using FusionReacton on CF11 and CF23" 4.5/5 What do you like best about OpsPilot? I have used Fusion Reactor on both my CF11 and CF23 installations, and I find that the insights it offers are both comprehensive and detailed. This has made performance tuning and fault detection significantly quicker and much easier for me. Kudos also to their excellent customer service. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? A very minor issue (so minor I'm not really complaining about it - this review just wanted something negative, so I'm trying here, lol) is how tightly it binds to CF -- to turn FR off for any reason, you have to stop your CF installation briefly. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? Monitoring, performance tuning, and bug resolution. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Oli R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Oli R.") OR Oli R. VP Technology Small-Business (50 or fewer emp.) 7/31/2025 "Terrific product for Server Monitoring and Optimization" 5/5 What do you like best about OpsPilot? FusionReactor APM has made monitoring our web and application server a breeze, and the detailed dashboards, logging enhancements and OPSPilot AI code reviews have allowed us to fix bottlenecks and optimize our applications in numerous ways in the 12 months since we have installed the application. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? We have not been able to identify any downsides to FusionReactor APM as of this time. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? FusionReactor APM allows us to pinpoint slow-running processes and transactions in both our customer-facing and internal applications and gives hints for optimizing those processes. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Erick Vincent Steve G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Erick Vincent Steve G.") EG Erick Vincent Steve G. IT Support I Enterprise (\> 1000 emp.) 8/21/2025 "A tool for Deep Java and ColdFusion Monitoring" 4/5 What do you like best about OpsPilot? I really like how FusionReactor APM gives me clear, real time visibility into applications. Its not just standard monitoring it lets me dig into threads, memory usagem and database queries, and even debug applications while they’re running in production. For me, the setup was straightfoward, it fits perfectly with Java environment. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? Honestly, there is nothing I dislike about FusionReactor APM. So far, it has worked smoothly for me and met all my expectations. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? FusionReactor APM helps us detect performance issues and errors in real time, which makes troubleshooting much faster. It allows us to identify slow database queries, memory leaks, and thread problems before they impact users. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon 8/29/2025 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") AF Verified User in Financial Services Enterprise (\> 1000 emp.) 4/28/2025 "Great fast support!" 5/5 What do you like best about OpsPilot? FusionReactor is vital to our org to ensuring we are getting the best of ColdFusion. Our favorite feature is the ability to monitor slow transactions, which immensely helps us in tuning our web pages. The customer support is friendly and quick, and they are eager to assist if you run into any issues. It is also very easy to login and setup and to see what you are looking for. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? I cannot say anything bad about FusionReactor itself. It fits our needs and has been a great tool for us to catch issues before they even happen. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? Slow web pages - we even had recently where our file server was changed out, and after doing so, consumers complained about a certain page loading slowly, and we were able to use FR to drill down into the call and see what component was causing the slow call. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Internet](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Internet") AI Verified User in Internet Small-Business (50 or fewer emp.) 4/3/2025 "Best tool on the market for CF monitoring" 5/5 What do you like best about OpsPilot? We use FR on a daily basis to either assist in troubleshooting or just general performance monitoring. Installation and integration with Coldfusion servers is straightforward and easy to automate (we use ansible). Customer support is stellar. Hands on, without too much bureaucracy and back and forth with the support team, with quick turnaround times. We recently moved to the Cloud + AI platform and it has more features than we know to use. We're still in the process of learning the ropes, but it provides with a more holistic view of our infrastructure compared to our old on-prem deployments. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? Nothing comes to mind immediately in terms of dislikes. I would say that sometimes a setting is in a different place than what you would think. There are various settings menus per function that may get confusing at times. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? The primary use we have for it is that it's allowing us to track down bad performing parts of our applications and identify areas of improvement either in code, resources or configurations. The breakdown it offers on requests, along with profiling, provide us with insights to improve and debug our applications. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Yukta S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yukta S.") YS Yukta S. Software Dev Admin Small-Business (50 or fewer emp.) 3/25/2025 "Insightful Analytics through Design and animation" 4.5/5 What do you like best about OpsPilot? I like how easy it is to navigate the application. I only saw the demo but the data insights the application gives into the development process is very helpful. It also has support for legacy languages as well. As someone who has used cfm I can see how helpful this application can be. Review collected by and hosted on G2.com. What do you dislike about OpsPilot? Options to change the charts as we like to different types. Review collected by and hosted on G2.com. What problems is OpsPilot solving and how is that benefiting you? It helped me in the automatic deployment part and helped me setup the CI/CD pipleline. Review collected by and hosted on G2.com. 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