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Reviews from AWS customer

7 AWS reviews

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    Patricia Barawa

Testing an AI builder has exposed frequent errors but has helped clarify our website vision

  • March 30, 2026
  • Review from a verified AWS customer

What is our primary use case?

My main use case for Windsurf was to create a website for the company.

A specific example of how I used Windsurf to create the website is that we needed a simple landing page for the new company, which included just a few sections, a hero section, a few feature sections, and a form for contact.

This is the only project I used it for, and it was a test. We were trying to test AI tools to speed up our work since it was a small startup.

What is most valuable?

The best features Windsurf offers, from my experience back in early 2025, include being a prompt-based, LLM style app and website builder. I mostly used the prompt to create the website even though I can develop and program, as we were testing to see if we could create the website faster.

Windsurf positively impacted my organization during the testing phase as it was the first tool that we used, which was good to compare with other tools.

Comparing Windsurf to other tools helped shape our expectations because it was the first tool that we used, so we had nothing to compare to.

What needs improvement?

When I started using Windsurf, I had a worse experience compared to building using code, as I am very fast at building code and it gave me tons of errors that I needed to fix. So it was basically faster to code all over again than to use the prompt-based approach. I used it for a few days, and then we dropped it and used Lovable instead.

The interface of Windsurf was quite easy to use, so I do not have a problem with the UI. However, the issue was that it gave me so many errors that took too long to fix, and it was hard to polish it because I spent so much time fixing the errors related to building what I wanted and also publishing.

If you ever bring back the prompt-based builder for Windsurf, then just make sure there are fewer errors coming up, as the experience was not bad; it just took too long to fix the errors. That is what I would improve.

For how long have I used the solution?

I have been using Windsurf for about a year.

What do I think about the stability of the solution?

I would say Windsurf was 90% stable.

What do I think about the scalability of the solution?

I do not know about Windsurf's scalability because we would not need more websites, but if you are building websites for clients, then I think if it did not have so many errors, we could scale. We would probably need to get a new plan, but I feel it could be scalable.

Which solution did I use previously and why did I switch?

I did not previously use a different solution.

What was our ROI?

I did say it saved us about 10 hours of design time because, even though we did not continue with it, it helped us pin down and filter some of the things that we needed to decide on for the website.

What's my experience with pricing, setup cost, and licensing?

My experience with pricing, setup cost, and licensing was that we used the free license back then.

Which other solutions did I evaluate?

Before choosing Windsurf, we evaluated both Lovable and Windsurf.

What other advice do I have?

I just joined Windsurf again because I used it a year ago for a few days and never used it again, but when I joined now to see what changes it had, I noticed that it seems like a completely different tool that is much more robust with a different goal now. I see a lot of potential and would try to use it again for its new purpose.

My advice to others looking into using Windsurf is that if you are looking for the tool that it was a year ago, it is just gone. It is a different tool now, but if your needs are more technical, involving code, then I would definitely check it out.

I am rating this review 5.


    Ernesto Riveiro

AI-driven workflows have boosted releases and automation but still need better token efficiency

  • March 28, 2026
  • Review from a verified AWS customer

What is our primary use case?

My main use case for Windsurf has been automating infrastructure scripts in the Azure environment, specifically using PowerShell. I have leveraged the tool to manage SSL integration and key vaults, as well as performing code reviews for an application hosted on IIS.

Regarding a specific example of how I use Windsurf, I engaged in a contextual conversation with the agent for a cross-cloud integration between AWS and Azure, leveraging a hybrid approach between cloud and Grok models to find the most cost-effective logic for the script. I provided the agent with the specific target environment, a virtual machine, and defined the deployment requirements. Windsurf helped me generate and refine the PowerShell script needed to bridge the two platforms, while ensuring the automation was optimized for performance and budget.

I use Windsurf to implement a lot of pipelines on GitHub Actions. I was working with the migration from Jenkins on a legacy application, and Windsurf helped me significantly with this migration, debugging all the pipelines and aiding me substantially with CI/CD.

What is most valuable?

The AI Flow agentic mode is a game changer. It does not just suggest code; it autonomously navigates the codebase, creates files, and executes terminal commands to reach the goal I have set.

All of the team has started working with Windsurf. We use rules for all the team so we have a standard procedure for deployment. This has helped with the agile development of the team, and with another application such as Linear, working with issues and incidents.

We were deploying one time a week before we started working with Windsurf, and with Windsurf, we are succeeding in a maximum of five releases in a week.

Windsurf is built on VS Code, which is the industry standard. This is a huge advantage for me because it allows for a seamless transition. I can keep using all my essential DevOps extensions for Azure, AWS, and Kubernetes without any compatibility issues. The user interface is familiar and high performance, meaning there is no learning curve. It feels like my professional environment, but with superpowers, thanks to the integrated AI Flow.

A standout moment was during a migration from Jenkins to GitHub Actions, converting complex Jenkins files into GitHub Actions workflows, which is typically a tedious process. Using Windsurf AI Flow, I was able to point the agent to my existing Jenkins pipelines. The AI did not just translate the code; it mapped the logic across the entire codebase, identifying environment variables, secret management requirements, and build dependencies. It autonomously generated the new GitHub workflow files and even suggested fixes for syntax mismatches that would have taken me hours to debug manually.

What needs improvement?

I think that it is all about the cost of the tokens and the models, but I believe that is the problem for every company right now. For now, just keep working on the way the applications and the AI flows work with the codebase and how they use the context.

Windsurf is supporting MCP, which is an important standard for the integration with other tools. Most of the context tokens are consumed by documentation. We need a good structure for the agent to be optimized with this. Most of the time, our developers are wasting money because the agent does not save the context properly.

The tokens were fully consumed in the middle of the month. With the on-demand plan, we do not get extra tokens, so we have to downgrade our use of the agent models to a free one. When that happened, it increased the time of development because all the developers had to prompt the agents in a better way. However, that is more related to the decision on the plans. In five or six days, I consume all the tokens.

For how long have I used the solution?

I have been using Windsurf for eight months since mid 2025.

What do I think about the stability of the solution?

Windsurf is stable.

How are customer service and support?

The customer support is good.

Which solution did I use previously and why did I switch?

We were using Cursor, and we switched because we thought that after the transition of the team from Windsurf to Antigravity, it was a good opportunity to test the software. Part of the team is working with Windsurf, and the other part with Cursor, and we are exploring what each application has to offer so we get the best solution for development.

What about the implementation team?

We were with a team of four developers, and before Windsurf, we needed at least eight developers.

What was our ROI?

Few employees needed and time saved.

What other advice do I have?

Two things: first, try to understand the project you are going to work on and start new projects fully planned with Windsurf. I would rate this review a seven out of ten.


    Robert Huff

Agentic coding inside an IDE has transformed daily code building and multiplied team output

  • March 26, 2026
  • Review provided by PeerSpot

What is our primary use case?

I have been using Windsurf for two years. My main use case for Windsurf is code building. I use Windsurf for code building on a day-to-day basis. We started with Windsurf as the first platform we used for Agentic coding.

What is most valuable?

Windsurf offers an easy place to engage with LLMs inside an IDE. What I find most valuable about engaging with LLMs inside the IDE is both the speed and the integration.

Windsurf has positively impacted my organization by allowing us to experiment and adopt Agentic coding practices before major platforms such as VS Code, Bard, and Codex jumped on board. It was one of the first that allowed us to use whatever LLMs we wanted inside an IDE to write code, and so it was where we started our frontier two years ago. Since adopting Windsurf, I have been able to downsize my staff and increase my output by 5x.

What needs improvement?

Windsurf needs to be improved because the entire coding harness needs to be rethought. We need a bigger IDE that is outside of what just a VS Code fork is at this point in time. To do that, we need something different. What that is, I'm not certain, but things such as inboxing models and inboxing on different tasks are needed. One of the big things that I'm using right now is Conductor.build, which satisfies a lot of these boxes, but even that doesn't feel total because what Windsurf has now is just the table stakes of what it is to be in Agentic coding.

I wish Windsurf would break down things to using things that we're used to and take us away and abstract away from the codebase more. I don't review code; I don't look at code anymore. My team members don't look at code; I have agents that review code, and that needs to be part of the UI. Looking at code is now almost obsolete.

What do I think about the stability of the solution?

Windsurf is stable.

What do I think about the scalability of the solution?

Windsurf's scalability is fine.

How are customer service and support?

The customer support for Windsurf is good.

Which solution did I use previously and why did I switch?

Prior to Windsurf, we were using GitHub Copilot because it was the only possible AI solution around coding at that point. However, that game has significantly changed over the last few years.

What was our ROI?

I have seen a return on investment; I was able to reduce my staff, and I've watched my shipping metrics increase by 5x.

What's my experience with pricing, setup cost, and licensing?

My experience with pricing, setup cost, and licensing is fine.

Which other solutions did I evaluate?

Before choosing Windsurf, we looked at Cursor and we looked at GitHub Copilot.

What other advice do I have?

My advice to others looking into using Windsurf is to think big and dream big. I appreciate Windsurf and where it was before it was acquired by Droll and Antigravity came out. We just need to think bigger about the IDE and change the developer experience. I have rated this review an 8.


    Haris Harris

Integrated agents have boosted backend delivery speed and have transformed project planning

  • March 25, 2026
  • Review from a verified AWS customer

What is our primary use case?

I most often use Windsurf for backend development because I appreciate how the autocomplete tab functions and how the agent integrations are embedded within the IDE.

I recently created a module that integrated complex backend logic while using Windsurf. With the help of the integrated IDE agents, I was able to complete it quickly rather than spending several hours or days. I finished it within thirty to forty minutes, which was really helpful.

I also use Windsurf to plan new projects when I'm working on side projects. During those times, I use Windsurf to create a proper plan in the planning mode.

What is most valuable?

Windsurf's autocomplete is good, and the agent modes are really effective.

During the agent modes, the cascade feature is particularly cool. What I most appreciate, and what could be improved, is the context awareness, specifically how much context is consumed within Windsurf chat. Including visibility into context usage would be really helpful. When in a single chat, being able to easily identify how much context the LLM uses would allow me to clear the chat or make other adjustments as needed.

Windsurf has improved the productivity speed in my organization. Previously, I would spend hours developing a task or fixing a bug, which could take one or two days. With the help of these agents, I have been able to work much more quickly, which has improved my productivity. This has also helped my organization deliver fixes or address customer issues much faster.

I have saved considerable time since using Windsurf. For example, I recently planned a module development project that was expected to take two weeks. Using Windsurf, I completed it within a week because I could run multiple agents in the background, which was really helpful.

What needs improvement?

I would appreciate having context usage visibility, such as a bar or indicator showing how much context is used by the chat in a single conversation. That would be helpful.

For how long have I used the solution?

I have been using Windsurf for approximately a year.

What do I think about the stability of the solution?

Windsurf is stable for the most part.

What do I think about the scalability of the solution?

Windsurf's scalability is quite good.

How are customer service and support?

The customer support for Windsurf is good.

Which solution did I use previously and why did I switch?

I was using VS Code with integrated Copilot before Windsurf. I switched because of how well the LLMs and the agentic workflow are integrated within the IDE, which was really helpful. Compared to VS Code, Windsurf is really good, so I'm using it now.

I was only using VS Code before, so I switched from VS Code to Windsurf.

What was our ROI?

As I mentioned previously, I recently completed a project task module with Windsurf which was planned to be completed within two weeks with three developers. However, I was able to complete it within a single week, and I was the only person who worked on it. This means we saved two developers' efforts.

What's my experience with pricing, setup cost, and licensing?

The pricing, setup cost, and licensing for Windsurf are good.

Which other solutions did I evaluate?

I would suggest that others try other IDEs such as VS Code. Once they try that and come to Windsurf, they will surely know how good Windsurf is compared to the others.

What other advice do I have?

All the features that I have used in Windsurf are quite good. The aspects I have mentioned regarding improvements for Windsurf are the main areas I have considered. My overall rating for Windsurf is eight out of ten.

Which deployment model are you using for this solution?

Hybrid Cloud

If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?

Amazon Web Services (AWS)


    MohanSingh

Coding assistance has improved test generation and code quality but still needs smarter responses

  • March 23, 2026
  • Review provided by PeerSpot

What is our primary use case?

I am using Windsurf for generating unit test cases for my code and to improve my code, improve functionality in that code, and mostly I'm using it for coding purposes to generate new code.

For generating unit test cases, I am working on an MVC application, so there were many action methods in my application, and I generated the unit test cases for those action methods using Windsurf. I asked Windsurf to generate the unit test cases for those methods.

In my main use case for Windsurf, I sometimes ask it to optimize my code, as there were some performance-related glitches in the code, so I asked Windsurf to improve those.

What is most valuable?

In my opinion, the best features Windsurf offers are limited, as I have not used much apart from generating the code, but I found it less intelligent than the other AI tools in the market.

Windsurf has positively impacted my organization by improving our code quality and reducing our development time.

What needs improvement?

I feel that Windsurf can be improved, as sometimes it keeps giving the same answer again and again, which makes me feel stuck at those points in time, because it is giving the same answer in a loop.

I think they should definitely improve Windsurf. My advice to others looking into using Windsurf is to work on your prompt skills, and if it gives the same answer again and again, try a new chat.

I have never had a chance to talk to Windsurf's customer support, as I never had any complaint about that.

For how long have I used the solution?

I have been using Windsurf for one and a half years.

What do I think about the stability of the solution?

I would say that Windsurf is somewhat stable.

What do I think about the scalability of the solution?

Windsurf's scalability could be better, but we need more engines to select.

How are customer service and support?

I have never had a chance to talk to Windsurf's customer support, as I never had any complaint about that.

What other advice do I have?

Currently, I see only two AI engines I can select for Windsurf: one is the base model and the other is Claude 3.7.

My advice to others looking into using Windsurf is to work on your prompt skills, and if it gives the same answer again and again, try a new chat.

I would rate this product a 6 overall.


    reviewer2809971

Agent workflows have boosted live coding and code understanding but still need richer features

  • March 19, 2026
  • Review provided by PeerSpot

What is our primary use case?

My main use case for Windsurf is code generation and live coding, as well as agent tech engineering.

I use Windsurf to understand existing code bases and add features to new code bases, as well as to debug issues using agent mode or tab completions.

Day-to-day, I mostly use the agent mode, and I have been using tab coding and tab completions less often now.

I use Windsurf to understand code bases by creating markdown documents.

What is most valuable?

The best features Windsurf offers are that it is fast, it maintains context well about the code base, and I appreciate the user interface.

The speed and context maintenance help me in my work because they keep me focused and I know what is exactly going on because it shows nice progress indicators.

What needs improvement?

Windsurf can be improved by integrating newer features and the latest features that tools like Claude Code provide, since I think the core team has been absorbed into Google and many people have been switching over to other IDEs.

I wish Windsurf had the ability to switch between multiple terminal agents like Claude Code and Codex; I am not sure if it is already integrated, but I know that MCP support has been added.

For how long have I used the solution?

I have been using the solution for around one and a half to two years.

What do I think about the stability of the solution?

Windsurf is stable for the most part.

What do I think about the scalability of the solution?

The scalability of Windsurf is good enough.

How are customer service and support?

I have not had the need to reach out to customer support.

Which solution did I use previously and why did I switch?

Before Windsurf, I was using VS Code and Cursor, and I switched because I wanted to know what Windsurf offers.

I had coded in Cursor before choosing Windsurf.

What other advice do I have?

I am not sure if multiple people at my organization use Windsurf, but I personally do, and Windsurf with a good LLM model usually helps me to solve many coding tasks with ease.

Windsurf helps me solve coding tasks by often predicting what I would usually type next in tab completions, which saves me from typing multiple lines. For brainstorming and research work, I use agents so that I have contextual documentation and can solve multiple tasks easily.

My advice to others looking into using Windsurf is to read the documentation and demonstration videos to understand how to effectively use the tool. I would rate my overall experience with Windsurf as a seven.


    Kevin Shah

Building full AI healthcare workflows has become faster and now streamlines end‑to‑end projects

  • March 19, 2026
  • Review provided by PeerSpot

What is our primary use case?

For any product development or proof of concept and minimum viable product development, I utilize Windsurf as my base IDE to create the projects, to establish version controlling mechanisms and tracking mechanisms, and to add extensions that I can use for building my whole product and for my ease of understanding the project as well.

I created one project named Kilt Kidney Health Care AI based assistant chatbot, and in this chatbot, I had to create three facets of the product. The first is report generation, which is an AI-assisted report in my regional language combined with English. This allowed me to create the whole AI aspect into the product where Windsurf provides me with the whole architecture based scenario in dark mode. Cascade itself gives an option of Sonnet model or Claude Sonnet model. This utilizes my whole power of what I want to build for kidney patients and for the doctor for whom I have taken this project. The second part was generating specific chatbot questions from the particular report, so FAQs could be asked as well. This second layer was orchestrated again inside Windsurf, and the third was to create their whole website. All of these things made Windsurf very useful and very smooth to integrate all of my views and my project architecture was perfectly balanced in what the backend, frontend, and DevOps architecture needs to be integrated. Everything was handled perfectly within my team and the version control mechanism was also perfect enough, behaving exactly as it should when relating different models integration with peer teams.

What is most valuable?

I have been utilizing Windsurf as my IDE for around one and a half years.

I am currently utilizing Cascade AI as well, which is integrated for users to integrate their code base and project structure folder to the AI agent, which can be a good option to integrate how the agentic mechanisms are evolving towards building the project structure in Windsurf.

Cascade is the best feature I have found currently within different models and their memory storage. I can also try to add voice conversation between the AI and the user, which gives the flexibility to convey my views instead of writing them out and wasting my time.

Whenever I have any kind of problem statement, bug fixing, or debugging that I want to do, I just ask Cascade to look at my particular file which includes all of my integration of code in different languages, whether it is front end or back end. I ask it to check out a bug, do the fix, or even if I want to look out for any terminal issues, I just paste the terminal issue and it will look out for the codes and try to rectify the solution. That is the best feature that Cascade is currently doing. With voice conversation, I can convey my thoughts of what I want to build or what I want to fix. If it is a hotfix, bugfix, or any kind of software development process that I want to integrate, Windsurf works effectively with it.

What needs improvement?

Another tool I have used is Antigravity. Antigravity is doing deep research with its own agentic based architecture. Currently I am not seeing Windsurf to have deep research capability for any of the products. Its web search capability is not as powerful as other tools are currently performing in the Cascade scenario. A third thing I want to look out for is that its coding capability is not as fast and high as Claude code works out with, and it does not have any kind of articulation of taking the whole output by linking your terminal with Cascade. Antigravity provides that feature. In Antigravity, I can just click on the at rate sign on the terminal that will approach your whole terminal towards your AI agent and I can check the responses of output, what needs to be fixed out, what issues came, or whatever problems need to be solved. If Windsurf can do all these things, it can be the best option as well, as it is very smooth and flexible compared to Antigravity, but these features are currently lacking.

Additional sub agentic mechanisms could be added if solutions could be integrated or if there is capability to work out with multi-agentic based mechanisms by chaining out the thoughts of process.

For how long have I used the solution?

I have been using the solution for about one and a half years.

What do I think about the stability of the solution?

Windsurf is stable.

What do I think about the scalability of the solution?

Windsurf has scalability capabilities.

How are customer service and support?

Customer service has been very good.

Which solution did I use previously and why did I switch?

I was using VS Code. At that moment, even with the growing power of VS Code, I was not utilizing good capability of Copilot itself there and the coding structure was not as perfect as what I checked out with Cascade's Claude Sonnet model and Opus model. So I jumped from that to Windsurf.

How was the initial setup?

The setup was very good. All the features of pricing, setup, costing, and licensing were perfect. Better solutions can be tried for adding subscription features. If not, there is a support team available to work out with.

What about the implementation team?

My team was able to implement Windsurf.

What was our ROI?

Money and time have both been saved because we were utilizing a lot of time for bug fixing and solving troubleshooting issues. That time has now been reduced and on that regard, employees' time has been reduced as well, which has saved a lot of money. A lot of time has also been saved.

Which other solutions did I evaluate?

Another tool that I have used is Antigravity. Antigravity is doing deep research with its own agentic based architecture. Currently I am not seeing Windsurf to have deep research capability for any of the products.

What other advice do I have?

I would recommend others to utilize these features and I will try to compare it with other tools. Antigravity can jump out in more responses than Windsurf itself in some instances, but Windsurf works good enough normally for any project architecture.

My overall rating for Windsurf is eight out of ten.


    Husain Barwala

AI workflows have accelerated development and now need smarter planning and multi-repo support

  • March 18, 2026
  • Review provided by PeerSpot

What is our primary use case?

My main use case is to build the development product that I am working on, so I used Windsurf to build 90% of my features. I used the agent present in Windsurf and prompted it to explain my feature, after which Windsurf ensured the feature was being completed. If the output was not optimized, I asked Windsurf to optimize it again.

I have built a platform that helps users create no-code AI agents, where users can simply come and create AI agents. In addition to this, we also provide an API. Using that API, we call multiple LLM providers. Using Windsurf I was able to create the backend of this product. I made a common middleware using which for every different payload, Windsurf is able to convert the current payload into that particular service provider payload and we can call the particular provider. For our users, the user only has to send one payload and we can call any model or any service they want. We are not restricted to a particular payload. This way, we created a proper robust solution.

What is most valuable?

The best feature is that you can drag code into the chat section and talk to that code, plan according to your features, and update that code. This feature makes my workflow easier by simply dragging my code to the chat box and Windsurf updating it. Windsurf does not hallucinate by simply writing a prompt. If I do not select the code, then Windsurf hallucinates and tries to change different code present in different sections of my repository. After selecting the code, Windsurf gets the proper exact location where it needs to make changes.

When I am building a feature that requires multiple changes throughout the entire repository, I write a complete prompt by selecting the files in which the required changes are meant to be done. This way, Windsurf makes sure that all the changes are done in that particular file only, and it does not hallucinate. I do not need to repeatedly tell Windsurf what to do, as it completes everything in one go.

The development has become significantly faster. Previously, the development was very slow, and after using Windsurf, my development speed increased by 70 to 80 percent. We are able to debug fast, build features fast, and deploy fast. This way, we ensure that our customers get as many features as they want in a very short time. We also ensure that our code quality is properly optimized by using Windsurf. We prompt in such a way that we write the best code that is bug-free and has as low error rate as possible.

What needs improvement?

There should be an auto model feature just like Cursor. Cursor provides an auto model feature that detects your task and chooses the best model for your task accordingly. This is cost-saving compared to using the highest cost model and will help to achieve better accuracy.

There should be an option where Windsurf should be able to connect to different integrated platforms such as Slack in a very easy way. If I want to build a feature, then I can simply type on my Slack and the feature should be ready. This way we can ensure that more and more features are built and Windsurf can simply return the pull request of the particular feature. A proper streaming should exist between Slack and Windsurf or any other channel.

Windsurf can be improved by introducing a plan method in which the user is asked all the necessary questions and a proper plan is generated with user metrics provided.

Sometimes, Windsurf is not able to develop the feature that we want and hallucinates a lot. The hallucination should be very much less compared to now as the models are evolving day by day. Windsurf should evolve in such a way that it should take custom prompting. It should ensure that an agent.md file is already present in the code base where the user can write how the agent should work, how the agent should react, and what it was explicitly trained for. This way, there will be much less hallucination and more code generation with better quality, and Windsurf will work according to user requirements.

There should be a proper markdown folder specifically designed in Windsurf for each product.

I would like to suggest that there should be one more feature that I am not able to use. Currently, I am not able to work on two repositories at a single time. Suppose I want to develop a feature that requires changes in both my frontend and backend. Windsurf lags in this scenario. It can only have access to the backend or it can only have access to the frontend and not both. If this feature comes, then Windsurf will be top in the market.

For how long have I used the solution?

I have been using Windsurf for two years.

What do I think about the stability of the solution?

Previously, Windsurf was not stable. It used to not change a particular file, but now it is stable.

What do I think about the scalability of the solution?

Windsurf can handle a lot of users at a time. Our team is working around 10 to 12 members on a Windsurf account and they are easily able to do it. There is no lagging in that. Windsurf can ensure that multiple users can work simultaneously on a single product.

How are customer service and support?

The customer support was not that good. It is mentioned on their website that you need to mail customer support to contact them. There is not an easy way to reach them. The experience was not so good as we have to wait for them to reply to our mail. I feel this is a very low rating.

Which solution did I use previously and why did I switch?

Previously, I used Cursor, but Windsurf was better at that time. However, after Cursor evolved in a great way and now it works very fine.

What was our ROI?

Money is saved and time is saved up to 80 to 90 percent because we are able to deploy fast. Money is also saved as we require fewer developers to work on a particular task. Before using Windsurf, we used to have 20 employees on a team, and now we have 10 employees only.

What's my experience with pricing, setup cost, and licensing?

I would say Windsurf is a better platform at low cost, around $15 per month. Compared to other costs, it is lower. It is a good value. If you know prompting, you can do any task with Windsurf.

Which other solutions did I evaluate?

I used Cursor as a solution because in Cursor there is a planning method and I can work on two repositories at the same time. Due to this, I would like to switch to Cursor. There are many more AI tools in the market now that are giving better responses compared to Windsurf. AIdrivity, Cursor, and Open Copilot are the top ones that are giving better responses.

What other advice do I have?

There are multiple purposes for which I am using Windsurf. The accuracy of Windsurf agent was not directly good, but after I provided a few things, I received better results. We use it in a public cloud and have bought a plan for Windsurf for our team members, where we can communicate with the entire team using a plan. I would give this review an overall rating of 6.


    Kandregula Ravichandra

Writing productivity has surged as I draft articles faster with multi-model AI support

  • March 18, 2026
  • Review provided by PeerSpot

What is our primary use case?

My main use case with Windsurf is having the ability to support different models while writing content and while using the cascade window. Whenever I ask questions on the cascade window, it has the privilege to use different models such as Gemini AI, Claude, Claude Sonnet, and ChatGPT. This is one of the best use cases.

If I am not satisfied with the current result, I can change the model to another one. This has enhanced my workflow and error resolution in a couple of seconds.

What is most valuable?

Windsurf provides next word prediction when I write content for the first time and am drafting an article. The side cascade window helps me to dive deeper. I have been using Docusaurus as a platform for publishing our product documentation and API documentation. When I configured Docusaurus from scratch, Windsurf helped me solve errors I encountered while developing the Docusaurus platform, particularly with CSS and config parameters. It also helps me write content in a more impressive form.

The prediction feature of Windsurf saves my time. For repetitive tasks, such as deleting sentences and adding exclamation marks, quotes, or code blocks, it provides assistance. Windsurf is an interactive IDE with different kinds of themes that I can change based on my preferences, and it has a right side cascade.

Since I am the only writer in my current company, Windsurf helps me improve my productivity and write first drafts using the predictive answers and GenAI features. My productivity has improved significantly because I can have a first draft ready within thirty minutes when I start using the prediction features from Windsurf. Once the first draft is ready, it goes for review, gets refined, and is published on the website after reviewers approve it.

What needs improvement?

Windsurf sometimes exhibits hallucination behavior. I encountered a use case recently where I wanted my code blocks in black color. When I asked a question, Windsurf did not identify the exact problem but directly edited the CSS file to implement the black color feature. However, I discovered that the black color could be applied through the theme feature instead.

From an accuracy perspective, Windsurf sometimes hallucinates and deviates from the expected results. If there are improvements needed for Windsurf, one possibility would be to connect Windsurf to Slack channels so the context can be improved.

For how long have I used the solution?

I have been using Windsurf for around one year.

What do I think about the stability of the solution?

Windsurf is stable.

What do I think about the scalability of the solution?

Windsurf's scalability is good. On a scale of one to ten, it is around eight.

How are customer service and support?

I have not used Windsurf's customer support yet. However, if I get stuck on anything, I will definitely go for it.

Which solution did I use previously and why did I switch?

Before choosing Windsurf, I evaluated other options such as Cursor and Microsoft Copilot. Cursor has a pricing model that hits a limit after completing some questions.

How was the initial setup?

The advice I would give to others looking into using Windsurf is that if they are developers, I would help them with the initial setup.

What other advice do I have?

I rate Windsurf a nine out of ten. Sometimes it exhibits hallucination, so it gives ninety percent accuracy when it provides a correct answer, but sometimes it is less than fifty percent. I chose nine out of ten for Windsurf because of the hallucination it sometimes produces when asking questions. That one point is deducted because of the accuracy point of view. The advice I would give to others looking into using Windsurf is that if they are developers, I would help them with the initial setup.


    Sujay Kakkirala

Automation has boosted test scripting speed but needs better multi‑agent orchestration

  • March 18, 2026
  • Review provided by PeerSpot

What is our primary use case?

Windsurf's main use case for me is to generate skills and create supporting files and scripts for those skills so that it can generate Selenium test scripts and also generate reports from performance logs. A user would input performance logs and receive an analysis of those logs as an HTML report at the end.

In a recent project, I created a skill that contained all the regex patterns and search patterns a user must use to get the right information from a large HTML log file containing performance testing logs. I also created a Python script and added it into the skill, mentioning in the skill.md file to use this Python file to extract certain information. It performed its own checklist and then provided an HTML report as the output.

What is most valuable?

I have yet to explore the Arena side, but I would say the best features of Windsurf are the cascade, the ability to access a browser for it to actually index the codebase, and the autocomplete because of that indexing. The best aspect is the ability to select from however many models are available in the list. Windsurf also has both a code and a plan mode, and I appreciate the ease of use—it is very straightforward.

Windsurf has absolutely impacted my day-to-day work by making things faster, mainly through autocomplete. One of the main positive impacts of Windsurf on my organization is to speed up workflows for developers and testers. All the skills that I am creating are so that other developers and testers can pull these skills into their local workspace and speed up their workflow. For performance testers, instead of going through huge logs, they can directly review a compact report with all the important information in it, mainly to save time.

Estimating how much time has been saved for my team thanks to Windsurf is challenging; I cannot really quantify it and I am not certain of the impact of the things I have built.

What needs improvement?

Windsurf can be improved with some sort of multi-agent orchestration at times and an easier way to add MCPs, as well as an easier way for it to use the browser without me mentioning it.

Windsurf should definitely improve on the retrieval coverage side and multi-agent side, which Cloud Code and others have.

For how long have I used the solution?

I have been using Windsurf for the past six months.

How are customer service and support?

No rating was provided for this section beyond an overall rating.

What other advice do I have?

The advice I would give to others looking into using Windsurf is that the credit system in the enterprise plan is really good. Even though I was quite a power user for a while, I was not able to hit the limit of those thousand credits, which is one of the biggest advantages. I think the biggest advice is to try out different models and see how they interact with your codebase, and make sure you can use skills, rules, and workflows wherever possible, which should help a lot. My overall rating for this review is 7.