CodeStream - Detailed Review
Coding Tools
CodeStream - Product Overview
Introduction to New Relic CodeStream
New Relic CodeStream is an Integrated Development Environment (IDE) extension that integrates observability and collaboration directly into the development process. Here’s a breakdown of its primary function, target audience, and key features:Primary Function
CodeStream’s main purpose is to bring performance monitoring, error investigation, and collaboration tools right into the developer’s IDE. This allows developers to address performance issues and errors early in the development cycle, rather than waiting for them to appear in production.Target Audience
The target audience for CodeStream is developers and development teams who need to collaborate efficiently and ensure their code performs optimally. This includes DevOps teams, software engineers, and anyone involved in the development and maintenance of software applications.Key Features
Performance Monitoring
CodeStream provides an in-IDE view of how services built from the code are performing across any environment. This includes access to golden metrics, service-level objectives, and related services, giving developers a comprehensive view of performance at a glance.Error Investigation
Developers can quickly investigate errors by stepping through the stack trace, with CodeStream automatically directing them to the correct file and line number. This feature also enables collaboration with teammates to resolve issues swiftly.Log Search
CodeStream allows developers to search logs directly from their IDE, eliminating the need to switch contexts. This includes the ability to initiate searches from individual log lines in the code.Code-Level Metrics
Developers can see performance data at the method level right in their editor. This ensures that performance issues are addressed early, even in lower environments, before they reach production.Collaboration
CodeStream facilitates collaboration by allowing developers to write notes and comments directly alongside the code. These discussions can be saved to build a knowledge base, and developers can jump directly from a chat note to the relevant line of code.Anomaly Detection
The tool helps in identifying transactions with performance issues and anomalies in transaction performance, enabling developers to catch problems before they escalate.Security Insights
CodeStream integrates with the New Relic platform to provide security insights, identifying vulnerabilities and security weak points in the codebase. This helps developers protect their applications without leaving their IDE. By integrating these features into the development environment, CodeStream streamlines the development process, enhances collaboration, and ensures that performance and security are integral parts of the coding workflow. CodeStream - User Interface and Experience
User Interface Overview
The user interface of New Relic CodeStream is designed to be intuitive and integrated seamlessly into your Integrated Development Environment (IDE), enhancing the coding experience and streamlining various development tasks.
Integration and Accessibility
CodeStream integrates with popular IDEs such as VS Code, Visual Studio, and supports multiple platforms including GitHub, GitLab, Bitbucket, Jira, Trello, Asana, and Azure DevOps. This integration allows developers to manage their entire development workflow, including task management, code reviews, and debugging, all within the familiar environment of their IDE.
Code Reviews and Feedback
The interface facilitates efficient code reviews by enabling developers to request feedback on code changes directly from the IDE. This feature includes the ability to create feedback requests, highlight specific changes, and involve relevant team members without the need for commits or branch management. Reviewers can see the entire code with differences, enhancing their visualization and reducing the likelihood of mistakes. Review comments appear as native comments within the IDE, making the feedback process more seamless.
Observability and Performance Monitoring
CodeStream brings observability into the IDE, allowing developers to see how their code is performing in production. This includes viewing golden metrics, recent errors, transaction performance, vulnerabilities, and service-level objectives (SLOs) for their services. Developers can also search logs directly from the IDE, avoiding context switching. The observability data is contextual to the repositories open in the IDE, providing a comprehensive view of service performance and issues.
Ease of Use
The tool is designed to be user-friendly, allowing developers to quickly identify and resolve issues. Features like step-through stack traces and collaborative error investigation make debugging more efficient. The interface also supports side-by-side diff comparisons and displays pull request comments as code annotations, making the review process more straightforward.
Overall User Experience
The overall user experience is enhanced by the ability to perform multiple tasks without leaving the IDE. Developers can plan, instrument, review, and debug production code in one place, streamlining their workflow and improving productivity. The tool also facilitates better team collaboration through peer code discussions and fast feedback requests, which are essential for efficient development.
Conclusion
In summary, CodeStream’s user interface is streamlined, integrated, and focused on enhancing the developer’s experience by bringing critical development tasks and observability data directly into the IDE, making it easier to manage code reviews, performance monitoring, and debugging efficiently.
CodeStream - Key Features and Functionality
New Relic CodeStream Overview
New Relic CodeStream is a comprehensive IDE extension that integrates various critical features to enhance the coding experience, particularly focusing on performance, collaboration, and efficient issue resolution. Here are the main features and how they work:
Error Discovery and Resolution
CodeStream allows you to discover recent errors in the code you are responsible for directly within your IDE. You can step through the stack trace to locate the problem, and it automatically takes you to the correct file and line number. This feature facilitates collaborative work by enabling you to bring relevant teammates into the discussion to resolve issues quickly.
Log Search
CodeStream enables you to search logs without leaving your IDE, speeding up your investigation. You can search for output from specific log lines in your code and even search logs reported by New Relic APM agents, infrastructure agents, or OpenTelemetry integration. This feature eliminates the need for context switching, making issue investigation more efficient.
Code-Level Performance Metrics
CodeStream provides an always-on view of telemetry data, showing performance metrics at the method level right in your editor. This allows you to quickly identify underperforming methods and monitor code performance in real-time. You can also view metrics for lower environments, helping you catch and fix performance issues before they reach production.
Performance Monitoring and Service Insights
With CodeStream, you can view golden metrics for your services and any related services. This includes actionable information on errors, vulnerabilities, and service-level objectives (SLOs). You get a comprehensive view of how your services are performing in any instrumented environment, helping you fix errors, remediate vulnerabilities, and ensure SLO compliance.
AI-Powered Collaboration
CodeStream’s AI component enhances collaboration by analyzing code discussions and documentation to automatically create useful knowledge base articles. This facilitates sharing knowledge across the team, leading to faster development cycles and smoother project delivery. You can also add comments and feedback directly within your code editor, fostering efficient team communication.
Code Reviews with Metrics
CodeStream integrates code-level metrics into your diff view for pull requests and feedback requests. This ensures that performance issues are addressed during the code review process, improving the quality of the code being rolled out. By seeing how performant your code is, you can ensure that any performance issues are resolved before the code affects users.
Integration and Accessibility
CodeStream supports integration with various platforms and tools, including VS Code, Visual Studio, .NET, GitHub, Microsoft Teams, and Azure DevOps. It offers transparent user-based pricing, with 100 GB/month of free data and additional data at $0.35/GB. This makes it accessible and cost-effective for teams of varying sizes.
Conclusion
In summary, CodeStream combines real-time performance metrics, efficient error resolution, log search capabilities, and AI-driven collaboration tools to streamline the development process and improve code quality. Its integration with popular development tools and transparent pricing model make it a valuable addition to any development team’s toolkit.
CodeStream - Performance and Accuracy
Evaluating the Performance and Accuracy of New Relic CodeStream
Evaluating the performance and accuracy of New Relic CodeStream in the coding tools category involves looking at several key aspects of its functionality and integration.
Performance
CodeStream significantly enhances the performance of development workflows by integrating observability directly into the Integrated Development Environment (IDE). Here are some key performance benefits:
- Real-Time Metrics: CodeStream provides real-time code-level metrics, such as average duration and error rates, for the last 30 minutes. These metrics are displayed contextually in the editor, allowing developers to identify and address performance issues without leaving their IDE.
- Accelerated Debugging: By bringing telemetry data directly into the IDE, CodeStream reduces the mean time to detection (MTTD) and mean time to resolution (MTTR) of issues. This enables developers to troubleshoot and fix problems much faster, improving overall development velocity.
- Service-Level Insights: Developers can view service-level performance metrics and track them against predefined targets, ensuring the overall health of the service. This holistic view helps in maintaining high-quality code and services.
Accuracy
The accuracy of CodeStream is rooted in its ability to provide precise and relevant data at the code level:
- Granular Data: CodeStream offers granular telemetry data at the method level, which is crucial for identifying specific areas of the code that need improvement. This data is calculated for the service currently selected in the CodeStream pane, ensuring that the metrics are relevant and accurate.
- Data-Driven Code Reviews: CodeStream integrates code-level metrics into pull requests and feedback requests, enabling more informed code reviews. This feature ensures that performance issues are addressed before the code is deployed to production, enhancing the overall quality of the codebase.
Limitations and Areas for Improvement
While CodeStream offers significant benefits, there are a few areas to consider:
- Dependency on New Relic APM: The effectiveness of CodeStream relies on the integration with New Relic APM agents. This means that developers must have these agents instrumented in their code to get the full benefits of CodeStream.
- Initial Setup: Setting up CodeStream and integrating it with the IDE and New Relic services might require some initial configuration, which could be a minor hurdle for some teams.
- Interpretation of Metrics: While CodeStream provides valuable metrics, it is important for developers to interpret these metrics correctly. For example, high error rates or long durations might indicate issues, but they also require context to ensure that the metrics are not misleading.
Engagement and User Experience
CodeStream is designed to be user-friendly and integrate seamlessly into the developer’s workflow:
- IDE Integration: The tool is available as an IDE extension, making it easy for developers to access performance data without disrupting their daily development practice.
- Visual Insights: Clicking on the metrics displayed in the CodeLens or editor gutter opens charts that visualize the data, providing a clear and intuitive way to analyze performance issues.
Overall, CodeStream enhances performance and accuracy by providing real-time, granular metrics directly within the developer’s IDE, facilitating quicker issue detection and resolution, and improving the overall quality of the codebase. However, it does require proper setup and integration with New Relic APM agents to fully leverage its capabilities.
CodeStream - Pricing and Plans
Free Tier
CodeStream is included in New Relic’s free tier, which offers several benefits without any cost:- 100 GB of free data ingest per month.
- Unlimited basic users with access to data ingest, querying, dashboards, and alerts.
- One free full platform user with access to all 30 New Relic observability platform capabilities, including CodeStream integration.
Features in the Free Tier
In the free tier, CodeStream allows users to:- Request reviews without committing code.
- Perform real-time code reviews in the IDE with full source tree context.
- Integrate with existing tools like GitHub, GitLab, Bitbucket, Slack, and Microsoft Teams.
- Instrument code and debug production errors directly from the New Relic UI to the IDE.
Paid Tiers
For users who need more than what the free tier offers, New Relic provides several paid plans:Standard
- Data Ingest: $0.35/GB beyond the free 100 GB limit.
- Full Platform Users: $10 for the first user, $99 for each additional user (limited to 5 full platform users).
- Core Users: $49 per user, with access to telemetry data in their IDE via CodeStream, error tracking, logs, and more.
Pro
- Data Ingest: $0.35/GB beyond the free 100 GB limit.
- Full Platform Users: $349/user (annual commitment), $418.80/user (monthly pay-as-you-go).
- Core Users: $49 per user.
- Additional features include a 2-hour critical initial support response SLA and Data Plus eligibility.
Enterprise
- Custom Pricing: Contact sales for pricing details.
- Data Ingest: Includes advanced performance, governance, and compliance capabilities with Data Plus.
- Full Platform Users: Custom pricing.
- Additional features include FedRAMP Moderate and HIPAA eligibility, priority ticket routing, and a 1-hour critical initial support response SLA.
Additional Costs
- Data Plus Option: $0.55/GB beyond the free 100 GB limit, including extended data retention and advanced data governance.
- EU Data Center: Additional $0.05/GB per month.
- Synthetic Checks: $0.005 per check beyond the included amount.
CodeStream - Integration and Compatibility
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CodeStream Overview
CodeStream, a product from New Relic, is designed to integrate seamlessly with a variety of tools and platforms, enhancing the development, collaboration, and debugging processes for developers.
Integration with Development Tools
CodeStream integrates directly with popular source control providers such as GitHub, GitLab, and Bitbucket. This allows developers to manage their pull request workflow, create, review, and edit pull requests all within their Integrated Development Environment (IDE).
It also supports integration with project management tools like Jira, Trello, Asana, YouTrack, Clubhouse, and Azure DevOps. This enables developers to browse outstanding tasks, update task status, and create branches without leaving their IDE.
Continuous Integration and Continuous Deployment (CI/CD)
For CI/CD pipelines, CodeStream can integrate with tools like Jenkins and Bamboo, allowing developers to incorporate existing jobs into larger pipeline orchestrations that include approvals and rollback capabilities.
Additionally, CodeStream supports Docker Hosts and Docker Registries, enabling the execution of custom integration tasks within pipelines using Docker images. This flexibility extends to triggering pipeline executions via webhooks from Docker repository updates.
Artifact Management
CodeStream integrates with Artifactory, allowing developers to push and pull artifacts directly from tasks within their pipelines. This ensures that libraries and artifacts are efficiently managed across multiple development teams.
Issue Tracking and Collaboration
The integration with Jira is particularly useful for failure notifications and approval processes. If a pipeline fails, CodeStream can automatically submit a Jira ticket with the failure information. It also facilitates built-in approval capabilities, where QA testing phases can trigger Jira tickets for further action.
CodeStream also enhances code discussions and reviews by allowing developers to request feedback and discuss code directly within their IDE. Features like Codemarks and Feedback Requests make it easier to connect questions, suggestions, and bug reports directly to the relevant code.
IDE Compatibility
CodeStream is compatible with several popular IDEs, including Visual Studio, Visual Studio Code, and JetBrains. Developers can install the CodeStream extension directly from the extensions marketplace of these IDEs, ensuring seamless integration into their development workflow.
Observability and Logging
Within the IDE, CodeStream allows developers to instrument their applications, search logs, and investigate errors without switching between different applications. It brings the New Relic log-search experience into the IDE, enabling quick error investigation and performance monitoring.
Conclusion
In summary, CodeStream offers extensive integration capabilities with a wide range of development tools, CI/CD systems, and project management platforms, making it highly compatible and versatile across different development environments.
CodeStream - Customer Support and Resources
Customer Support
While the specific customer support contact details for CodeStream are not explicitly mentioned in the available resources, it is part of the New Relic family. This implies that you can likely leverage New Relic’s support channels. However, for direct support related to CodeStream, you would need to refer to New Relic’s general support options, which typically include email, phone, and online support portals.Additional Resources
Documentation and Guides
CodeStream provides extensive documentation and guides to help you get started and make the most out of the platform. For example, you can find detailed setup instructions, such as the CodeStream sandbox setup guide, which explains how to configure and customize your CodeStream environment.Integration with Existing Tools
CodeStream integrates seamlessly with tools you are already using, such as GitHub, GitLab, Bitbucket, Slack, and Microsoft Teams. This integration ensures that you do not have to change your existing workflow to benefit from CodeStream’s features.Codemarks and Code Reviews
CodeStream allows you to use Codemarks to have ongoing conversations about code blocks, which can be comments, issues, permalinks, or bookmarks. You can easily share these Codemarks on Slack or Microsoft Teams, and even request code reviews without committing the code. This facilitates real-time code reviews directly within your text editor.Activity Feed and Collaboration
The activity feed in CodeStream keeps you updated on issues, pull requests, and discussions happening within your organization. This feature helps in maintaining a clear overview of the development process without leaving your code editor.Error Detection and Root Cause Analysis
CodeStream enhances your ability to detect issues early by surfacing performance metrics next to your code. It also provides powerful tools for root cause analysis, allowing you to view stack traces and other relevant information in a unified interface. This helps in quickly identifying and resolving errors.Real-Time Debugging
With CodeStream’s integration with New Relic, you can instrument your code and quickly debug production errors by jumping directly from a stack trace error in the New Relic UI to the line of code in your IDE. By leveraging these resources and features, you can significantly improve your workflow, enhance collaboration, and streamline the development and debugging process. CodeStream - Pros and Cons
Advantages of CodeStream
CodeStream, integrated with New Relic, offers several significant advantages that can enhance the coding experience and improve development efficiency.Error Discovery and Resolution
- CodeStream allows developers to discover recent errors in their code directly within their IDE, streamlining the process of identifying and resolving issues.
- It enables stepping through the stack trace to locate problems and facilitates collaborative work on fixes.
Log Search and Investigation
- Developers can search logs without leaving their IDE, speeding up investigations by searching for specific log lines or logs reported by New Relic agents.
Performance Monitoring
- CodeStream provides granular, code-level performance data, helping developers identify underperforming methods early and monitor performance metrics in real-time within their editor.
Service Performance Overview
- It offers a comprehensive view of service performance, including golden metrics, errors, vulnerabilities, and service-level objectives (SLOs), ensuring developers have actionable information.
Collaboration and Code Reviews
- CodeStream facilitates real-time code reviews within the IDE, allowing developers to comment on and highlight code without switching platforms. This feature also supports requesting reviews for work in progress without committing the code.
- It enables peer code discussions, fast code reviews, and provides reviewers with a complete view of the code changes, enhancing the review process.
Integration with Tools and Workflows
- CodeStream integrates seamlessly with various tools such as GitHub, GitLab, Bitbucket, Slack, Microsoft Teams, Asana, and Trello, ensuring it fits into existing workflows without disruption.
Transparency and Cost-Effectiveness
- The pricing model is transparent and user-based, with 100 GB of free data per month and a cost of $0.35 per GB thereafter, making it cost-effective for growing teams.
Disadvantages of CodeStream
While CodeStream offers numerous benefits, there are some potential drawbacks to consider:Compatibility Issues
- Some users have reported issues with version compatibility, which can be a hindrance in certain development environments.
Limited Documentation or Support in Specific Areas
- Although CodeStream integrates well with many tools, there might be areas where the documentation or support is not as comprehensive as needed, such as in certain API integrations or specific use cases.
Learning Curve for New Features
- While CodeStream is generally user-friendly, new features or advanced functionalities might require some time to get accustomed to, especially for developers who are new to such integrated tools.
CodeStream - Comparison with Competitors
Unique Features of CodeStream
- Collaborative Code Discussions: CodeStream allows teams to discuss, review, and comprehend their code directly within their IDEs. It integrates comments and conversations from team chat services like Slack or MS Teams, ensuring that all discussions are synchronized and linked to the relevant code blocks.
- Automatic Documentation: CodeStream automatically incorporates conversations and comments into the final product documentation, which helps in retaining vital company knowledge and speeding up the onboarding of new developers.
- Advanced Features: It offers features such as automatic git-blame, at-mentions, and one-click navigation to the code editor, enhancing the collaborative development process.
Potential Alternatives
GitHub Copilot
- AI-Powered Coding Assistance: GitHub Copilot is an AI coding assistant that provides real-time coding assistance, including advanced code autocompletion, context-aware suggestions, and automated code documentation generation. It also supports pull request summarization and change description generation, making it a strong competitor in collaborative development.
- Integration: Copilot integrates seamlessly with popular IDEs like Visual Studio Code and JetBrains, similar to CodeStream’s integration capabilities.
Amazon CodeWhisperer
- Code Suggestions and Completion: Amazon CodeWhisperer offers intelligent code suggestions, function completion, and automatic documentation generation. It also includes security scanning, which is not a primary feature of CodeStream.
- IDE Integration: Like CodeStream, CodeWhisperer integrates with popular IDEs such as Visual Studio Code and JetBrains, making it accessible and user-friendly.
Codeium
- Autocomplete and Refactoring: Codeium provides unlimited single and multi-line code completions and has a Refactor tool that can enhance code efficiency and clarity. It supports over 70 programming languages and integrates with VS Code, offering a different set of features compared to CodeStream’s focus on collaboration and documentation.
- Cost and Features: Codeium has both free and paid versions, with the free version offering basic features and the paid version providing advanced context-aware suggestions and other pro features.
AskCodi
- Code Generation and Suggestions: AskCodi generates code, answers programming questions, and provides code suggestions to improve or fix existing code. It integrates with IDEs like Visual Studio Code, PyCharm, and IntelliJ IDEA. While it shares some collaborative aspects with CodeStream, its primary focus is on individual developer productivity and learning.
- Natural Language Support: AskCodi supports natural language queries, which can be useful for troubleshooting and learning new concepts, a feature that is not highlighted in CodeStream’s capabilities.
Market Position and Competitors
In the code quality category, CodeStream competes with tools like SonarQube, Phabricator, and Atlassian Crucible. However, CodeStream’s unique selling point lies in its collaborative features and automatic documentation generation, which are not as prominently featured in these competitors.
In summary, while CodeStream excels in collaborative code discussions and automatic documentation, alternatives like GitHub Copilot, Amazon CodeWhisperer, Codeium, and AskCodi offer different strengths such as AI-powered coding assistance, advanced code completion, and natural language support. Each tool caters to different needs within the development workflow, making them viable alternatives depending on the specific requirements of a development team.
CodeStream - Frequently Asked Questions
Frequently Asked Questions about New Relic CodeStream
What is New Relic CodeStream?
New Relic CodeStream is a tool that integrates performance monitoring and observability directly into your Integrated Development Environment (IDE). It allows developers to access relevant performance data, discover issues, and troubleshoot applications without leaving their development environment.How does CodeStream help in error resolution?
CodeStream helps in error resolution by surfacing performance metrics next to the code, allowing developers to identify and fix issues quickly. It provides an “Errors” section where you can view all issues assigned to you, along with the entire stack trace, making it easier to locate the root cause of the problem.Can I search logs directly from my IDE using CodeStream?
Yes, CodeStream enables you to search logs right from your IDE. You can search for output from specific log lines in your code and view logs reported by New Relic APM agents, infrastructure agents, or OpenTelemetry integration without context switching.How does CodeStream provide code-level performance data?
CodeStream offers an always-on, in-editor view of metrics, allowing you to quickly identify underperforming methods in your code. It provides granular performance data, including metrics for the last 30 minutes, which can be visualized through charts and linked to the APM service summary page in New Relic.What kind of integrations does CodeStream support?
CodeStream supports comprehensive integration with various platforms and products, including VS Code, Visual Studio, .NET, GitHub, Microsoft Teams, and Azure DevOps. This integration enhances collaboration between development projects and improves connections between existing applications.How do I get started with New Relic CodeStream?
To get started, you need to install the latest New Relic APM agent that supports code-level metrics. Then, install the CodeStream extension from the marketplace in your IDE. For Node.js and Go agents, you also need to enable code-level metrics during configuration.What are the pricing details for New Relic CodeStream?
New Relic CodeStream offers transparent user-based pricing. You get 100 GB/month of free data ingest, and additional data is charged at $0.35/GB. There is no bundle of SKUs; you only pay for what you need.Does CodeStream provide security insights?
Yes, CodeStream integrates with the New Relic platform to provide security insights. It identifies vulnerabilities in your codebase and pinpoints security weak points, allowing you to address these issues without leaving your IDE.How does CodeStream enhance collaboration among developers?
CodeStream enhances collaboration by allowing developers to access New Relic data and insights directly within their IDE. It also enables sharing data and creating issues via tools like Slack, Microsoft Teams, or GitHub, making it easier for teams to work together on troubleshooting and performance improvements.What frameworks and languages does CodeStream support?
CodeStream supports various frameworks and languages, including Python, Ruby, .NET, Java, PHP, Node.js, and Go. This makes it versatile for use in different development environments.Can I use CodeStream to monitor performance in lower environments?
Yes, CodeStream allows you to view metrics for lower environments, such as development or staging, helping you catch problems before they reach production. CodeStream - Conclusion and Recommendation
Final Assessment of CodeStream
CodeStream, a product from New Relic, is a powerful observability platform that integrates seamlessly into the daily workflows of software developers. Here’s a comprehensive assessment of its benefits and who would most benefit from using it.Key Benefits
- Error Resolution and Performance Optimization: CodeStream allows developers to discover and resolve errors quickly by providing real-time error notifications and stack traces directly within their Integrated Development Environment (IDE). This speeds up the process of identifying and fixing issues, reducing the time from error discovery to resolution.
- Collaborative Observability: The platform fosters collaboration among team members by enabling discussions, sharing insights, and creating tasks directly within the development environment. This collaborative approach helps in addressing issues more efficiently and ensures that no developer feels isolated in their problem-solving efforts.
- Log Search and Performance Metrics: Developers can search logs and view performance metrics without leaving their IDE, which streamlines the investigation process and helps in identifying underperforming methods early on. This feature is particularly useful for monitoring code performance in lower environments before it reaches production.
- Service Performance Overview: CodeStream provides a comprehensive view of service performance, including golden metrics and telemetry data for all instrumented environments. This helps developers in monitoring service-level objectives (SLOs), errors, and vulnerabilities, ensuring that their applications meet the required standards.
- Security Insights: The platform integrates security scanning, identifying vulnerabilities and pinpointing security weak points within the codebase. This ensures that applications are fortified against potential threats without the need to switch between different tools.
Who Would Benefit Most
- Software Developers: Developers are the primary beneficiaries of CodeStream. It integrates observability into their existing workflows, making it easier to identify and fix issues, collaborate with team members, and ensure high-performance and secure applications.
- Development Teams: Teams working on complex software projects can significantly benefit from CodeStream’s collaborative features, which facilitate better communication and problem-solving. This leads to more efficient development processes and higher-quality applications.
- DevOps and Engineering Teams: These teams can leverage CodeStream to monitor and optimize application performance across different environments. The platform’s ability to provide real-time metrics and alerts helps in maintaining high service levels and ensuring application reliability.