Best Application Performance Monitoring (APM) Software for GitHub

In the world of e-commerce, each moment of a malfunctioning checkout system translates to lost income, and traditional monitoring tools often notify you only after customers have already experienced frustration. PathCanary revolutionizes this process by conducting continuous real browser tests 24/7 through Playwright, quickly identifying any irregularities, and even executing an Assisted Rollback by creating revert PRs/MRs on GitHub or GitLab, or adjusting feature flags on platforms like LaunchDarkly, Optimizely, or ConfigCat. This innovative approach dramatically minimizes downtime, transforming hours of lost service into mere minutes. For instance, in one case, a concealed checkout issue led to a loss of approximately $15,000 over three hours; however, with PathCanary, the problem was identified within minutes, and an automatic rollback was initiated, limiting financial losses to just around $580. Furthermore, for teams focused on compliance, PathCanary offers features such as Self-Hosted Runners, HMAC-signed security measures, comprehensive audit logs, and no inbound ports, enhancing overall safety. The advantages are substantial, with incident resolution sped up by 92%, a reduction of customer complaints by 80%, and a significant decrease in on-call stress. Embrace the future and transform your production environment into a self-healing system that protects your revenue and enhances customer satisfaction.

Scout Monitoring is Application Performance Monitoring that shows you what charts cannot. Scout APM is an application performance monitoring tool that helps developers identify and fix performance problems before customers even see them. Scout APM's real-time alerting system, developer-centric interface, and tracing logic, which ties bottlenecks to source code directly, helps you spend less time on debugging, and more time creating great products. With an agent that instrument the dependencies needed at a fraction the overhead, you can quickly identify, prioritize and resolve performance issues - memory bloats, N+1 queries and slow database queries. Scout APM monitors Ruby, PHP and Python applications.

Sematext Cloud provides all-in-one observability solutions for modern software-based businesses. It provides key insights into both front-end and back-end performance. Sematext includes infrastructure, synthetic monitoring, transaction tracking, log management, and real user & synthetic monitoring. Sematext provides full-stack visibility for businesses by quickly and easily exposing key performance issues through a single Cloud solution or On-Premise.

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

Streamline and enhance your QA process with ease! TestCaseLab empowers you to create and manage test cases, foster team collaboration, and monitor test runs effectively. 🌟 Top Features: ✓ Invite an unlimited number of users ✓ Manage an unlimited number of projects ✓ Trusted by over 300 software development companies ✓ Fully GDPR-compliant ✓ Accessible 24/7 from anywhere ✓ Responsive live chat support Ready to elevate your QA testing? Visit our website to explore more and become part of the TestCaseLab community today!

The Dynatrace software intelligence platform revolutionizes the way organizations operate by offering a unique combination of observability, automation, and intelligence all within a single framework. Say goodbye to cumbersome toolkits and embrace a unified platform that enhances automation across your dynamic multicloud environments while facilitating collaboration among various teams. This platform fosters synergy between business, development, and operations through a comprehensive array of tailored use cases centralized in one location. It enables you to effectively manage and integrate even the most intricate multicloud scenarios, boasting seamless compatibility with all leading cloud platforms and technologies. Gain an expansive understanding of your environment that encompasses metrics, logs, and traces, complemented by a detailed topological model that includes distributed tracing, code-level insights, entity relationships, and user experience data—all presented in context. By integrating Dynatrace’s open API into your current ecosystem, you can streamline automation across all aspects, from development and deployment to cloud operations and business workflows, ultimately leading to increased efficiency and innovation. This cohesive approach not only simplifies management but also drives measurable improvements in performance and responsiveness across the board.

Spend more time creating great software than fighting it. Raygun, a cloud-based platform, provides error, crash and performance monitoring for web and mobile apps. Raygun's powerful suite allows teams to have complete visibility into issues their users face, and can provide code-level details into the root causes. Raygun's products cover three main areas: APM, Crash Reporting and Real User Monitoring. They are all fully integrated to each other to provide powerful insights unlike anything your team has ever experienced. Raygun allows you to see how your users actually use your software. You can quickly detect, diagnose, and fix performance issues faster.

Bugsnag provides comprehensive monitoring of application stability, empowering teams to make informed choices about whether to prioritize the development of new features or to address existing bugs. As a robust full-stack stability monitoring solution tailored for mobile applications, it offers advanced diagnostics that enable you to replicate any error effectively. With a user-friendly interface, you can manage all your applications seamlessly from a single dashboard. Bugsnag serves as a crucial metric for assessing app health, facilitating communication between product and engineering teams. Not every bug requires immediate attention, allowing you to concentrate on those that significantly impact your business. Its extensible libraries come with well-considered defaults and a plethora of customization options. Additionally, the team comprises subject matter experts who are genuinely invested in minimizing errors and ensuring the overall health of your applications, making Bugsnag an invaluable asset for developers.

Bugfender serves as a remote logger, crash reporting tool, and platform for in-app user feedback specifically designed for application developers. It captures every action within the app, even in instances where it doesn’t crash, allowing developers to replicate and address issues more efficiently, thus enhancing customer support. With a strong emphasis on user privacy, Bugfender operates efficiently in terms of battery and network usage, maintaining logging capabilities even when the device is offline. This tool empowers developers to identify and rectify bugs before users become aware of them. By logging bugs across all devices and delivering the results in mere seconds, Bugfender allows for prompt fixes, ensuring that users never encounter an error message. This proactive approach helps in achieving 5-Star Ratings. Beyond merely tracking crashes and bugs, Bugfender gathers comprehensive data essential for creating a detailed understanding of user behavior, which is vital for obtaining those coveted five-star ratings. Additionally, it facilitates exceptional customer service by enabling developers to focus on individual users, thereby offering tailored support to enhance user satisfaction and loyalty. Ultimately, Bugfender transforms the way developers interact with their applications and users, fostering a more resilient and user-friendly product.

Amazon CodeGuru is an advanced developer tool that leverages machine learning to offer insightful suggestions for enhancing code quality and pinpointing the most costly lines of code within an application. By seamlessly incorporating Amazon CodeGuru into your current software development processes, you can benefit from integrated code reviews that highlight and optimize costly code segments, ultimately leading to cost savings. Additionally, Amazon CodeGuru Profiler assists developers in identifying the most expensive lines of code, providing detailed visualizations and actionable advice for optimizing performance and reducing expenses. Furthermore, the Amazon CodeGuru Reviewer employs machine learning techniques to detect significant issues and elusive bugs during the development phase, thereby elevating the overall quality of the codebase while facilitating more efficient application development. This powerful combination of tools ensures that developers not only write better code but also maintain a focus on cost efficiency throughout the software lifecycle.

Velocity provides detailed, contextual analytics that enable engineering leaders to help their team members, resolve team roadblocks and streamline engineering processes. Engineering leaders can get actionable metrics. Velocity transforms data from commits to pull requests into the insights that you need to make lasting improvements in your team's productivity. Quality: Automated code reviews for test coverage, maintainability, and more so you can save time and merge with confidence. Automated code review comments for pull requests. Our 10-point technical debt assessment gives you real-time feedback so that you can focus on the important things in your code review discussions. You can get perfect coverage every time. Check coverage line-by-line within diffs. Never merge code again without passing sufficient tests. You can quickly identify files that are frequently modified and have poor coverage or maintainability issues. Each day, track your progress towards measurable goals.

Proactively discover, predict, and resolve errors with the continuous code improvement platform.

Trusted by over 1,500 development teams, AppSignal delivers a comprehensive monitoring toolkit designed to help developers confidently ship code. AppSignal offers easy-to-use tools for performance monitoring, error tracking, log and host management, uptime checks, and more—all within a single, intuitive platform. Built for simplicity, AppSignal ensures fast setup, responsive support, and clear pricing that fits teams of all sizes. Developers choose AppSignal for its lightweight, effective monitoring that lets them focus on building great software instead of troubleshooting.

Blackfire.io allows PHP developers to measure and improve the performance of their apps in development, testing and production. It allows you to drill down to the function/method call level to identify and fix performance bottlenecks. It's easy to add it to your development and testing workflows thanks to its wide range of automation options. The Blackfire Player is an Open Source Web Crawler, Web Tester and Web Scraper that allows teams to set up a fully automated testing process.

SquaredUp is a unified observability portal. Say goodbye to blind spots and data silos. Using data mesh and cutting-edge data visualization, SquaredUp gives IT and engineering teams one place to see everything that matters. Bring together data from across your tech stack without the headache of moving the data. Unlike other monitoring and observability tools that rely on a data warehouse, SquaredUp leaves your data where it is, plugging directly into each data source to index and stitch the data together using a data mesh. Teams have one place to go where they can search, visualize, and analyze data across all their tools. Take control of infrastructure, application, and product performance with unified visibility. Learn more at squaredup.com What you get: > Cutting-edge data visualization > Access to 100+ data sources > Any custom data source via Web API > Multi-cloud observability > Cost monitoring > Unlimited dashboards > Unlimited monitors Key features: > Out-of-box dashboards > Simple, flexible dashboard designer > Real-time monitoring > High-level roll-up views > Object drill downs > Notifications (Slack, Teams, email, etc.) > SQL analytics

Dash0 serves as a comprehensive observability platform rooted in OpenTelemetry, amalgamating metrics, logs, traces, and resources into a single, user-friendly interface that facilitates swift and context-aware monitoring while avoiding vendor lock-in. It consolidates metrics from Prometheus and OpenTelemetry, offering robust filtering options for high-cardinality attributes, alongside heatmap drilldowns and intricate trace visualizations to help identify errors and bottlenecks immediately. Users can take advantage of fully customizable dashboards powered by Perses, featuring code-based configuration and the ability to import from Grafana, in addition to smooth integration with pre-established alerts, checks, and PromQL queries. The platform's AI-driven tools, including Log AI for automated severity inference and pattern extraction, enhance telemetry data seamlessly, allowing users to benefit from sophisticated analytics without noticing the underlying AI processes. These artificial intelligence features facilitate log classification, grouping, inferred severity tagging, and efficient triage workflows using the SIFT framework, ultimately improving the overall monitoring experience. Additionally, Dash0 empowers teams to respond proactively to system issues, ensuring optimal performance and reliability across their applications.

OverOps immediately identifies at runtime the critical issues that break backend Java or.NET applications. This eliminates the need to search logs for duplicates. OverOps analyses code at runtime, unlike logs, static testing, or APM which require foresight. OverOps does not require code changes and integrates with your existing CI/CD tools. It continues to do so from pre-prod to production.

Coralogix is the most popular stateful streaming platform, providing engineering teams with real-time insight and long-term trend analysis without relying on storage or indexing. To manage, monitor, alert, and manage your applications, you can import data from any source. Coralogix automatically narrows the data from millions of events to common patterns, allowing for faster troubleshooting and deeper insights. Machine learning algorithms constantly monitor data patterns and flows among system components and trigger dynamic alarms to let you know when a pattern is out of the norm without the need for static thresholds or pre-configurations. Connect any data in any format and view your insights anywhere, including our purpose-built UI and Kibana, Grafana as well as SQL clients and Tableau. You can also use our CLI and full API support. Coralogix has successfully completed the relevant privacy and security compliances by BDO, including SOC 2, PCI and GDPR.

Seerene’s Digital Engineering Platform offers advanced software analytics and process mining capabilities that scrutinize and visualize your company’s software development workflows. By identifying inefficiencies, this platform transforms your organization into a streamlined entity, enabling software delivery that is not only efficient and cost-effective but also rapid and of superior quality. It equips leaders with the insights necessary to steer their teams towards achieving comprehensive software excellence. The platform can uncover code segments that are prone to defects, adversely affecting developer efficiency, and identify high-performing teams, allowing their exemplary processes to be adopted organization-wide. Additionally, it highlights potential defect risks in release candidates through a thorough examination of code, development hotspots, and testing methodologies. It also brings to light features where there is a discrepancy between the time invested by developers and the value delivered to users, as well as code that remains unused by end-users, which incurs unnecessary maintenance expenditure. Ultimately, Seerene empowers organizations to optimize their software development lifecycle and enhance overall productivity.

It aids in collecting timing information essential for diagnosing latency issues within service architectures. Its functionalities encompass both the gathering and retrieval of this data. When you have a trace ID from a log, you can easily navigate directly to it. If you don't have a trace ID, queries can be made using various parameters such as service names, operation titles, tags, and duration. Additionally, notable data is summarized, including the proportion of time spent on each service and the success or failure of operations. The Zipkin user interface also features a dependency diagram that illustrates the volume of traced requests processed by each application. This visualization can be instrumental in recognizing overall patterns, including error trajectories and interactions with outdated services. Overall, this tool not only simplifies the troubleshooting process but also enhances the understanding of service interactions within complex architectures.

Luciq is an advanced mobile observability platform powered by AI, tailored for app developers and enterprises, enabling them to effectively monitor, diagnose, and enhance mobile applications with ease. This comprehensive solution integrates bug reporting, crash analytics, session replay, and performance monitoring within a single SDK that accommodates Android, iOS, web, and hybrid applications. Users can collect extensive device logs, network traces, annotated screenshots, videos, and user feedback, while machine learning automatically correlates events and errors to prioritize issues based on their impact. By offering developers insights into user sessions where problems occurred, they can replicate defects through replay and expedite issue resolution via integrations with tools like JIRA, Slack, Zapier, and Zendesk. Luciq's “Agentic Mobile Observability” methodology not only highlights the most pressing issues but also identifies potential root causes and suggests remediation strategies, empowering teams to boost their efficiency, enhance application stability, and improve the overall user experience. Ultimately, this platform transforms the way teams approach mobile app development and maintenance, ensuring they stay ahead of potential challenges.

ServicePilot aims to deliver a precise representation of IT systems and applications, focusing on aspects such as security, availability, and performance. Teams face a significant challenge in ensuring that applications operate flawlessly while maintaining high performance and security standards. This task has become increasingly difficult in the context of agile development, where changes are frequent, the pace of evolution is rapid, and the complexity of information systems architecture continues to rise. The IT landscape has transformed dramatically since the advent of various technologies: cloud computing has become commonplace, mobile devices are now incredibly powerful, the Internet of Things is expanding rapidly, and the introduction of micro-services and containers is revolutionizing application development. These shifts have created new demands, and legacy tools are struggling to keep pace, proving inadequate for modern requirements. Consequently, there is a pressing need for a new generation of monitoring solutions. Additionally, it is crucial to remember that the underlying infrastructure, network, and storage are integral components that must also receive attention, as applications depend on these elements for their functionality. Thus, a holistic approach to monitoring is essential for success in today's complex IT environment.

Our suite of security tools and integrations is designed to save you valuable time while safeguarding you from potential vulnerabilities. In case you need assistance, our Security Rangers are available to help manage more complex tasks. You can quickly showcase an InfoSec program and expedite your sales process now, while one of our Security Rangers supports you in achieving full certification. Leverage our extensive industry experience and professional partnerships to develop top-tier policies tailored specifically for your organization and team. A committed Security Ranger will be provided to your team for personalized support. For every policy and control, we will guide you through the process of implementing standards, gathering evidence, and maintaining compliance. Our certified penetration testers and automated scanning tools will help identify vulnerabilities. We firmly believe that ongoing vulnerability scanning is essential for protecting your data without hindering deployment and market entry timelines. Additionally, our proactive approach ensures that you are always a step ahead in the ever-evolving landscape of cybersecurity threats.