Best Container Monitoring Software for GitHub

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.

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.

Enhance your metrics and alerting capabilities using a top-tier open-source monitoring tool. Prometheus inherently organizes all data as time series, which consist of sequences of timestamped values associated with the same metric and a specific set of labeled dimensions. In addition to the stored time series, Prometheus has the capability to create temporary derived time series based on query outcomes. The tool features a powerful query language known as PromQL (Prometheus Query Language), allowing users to select and aggregate time series data in real time. The output from an expression can be displayed as a graph, viewed in tabular format through Prometheus’s expression browser, or accessed by external systems through the HTTP API. Configuration of Prometheus is achieved through a combination of command-line flags and a configuration file, where the flags are used to set immutable system parameters like storage locations and retention limits for both disk and memory. This dual method of configuration ensures a flexible and tailored monitoring setup that can adapt to various user needs. For those interested in exploring this robust tool, further details can be found at: https://sourceforge.net/projects/prometheus.mirror/

Sedai intelligently finds resources, analyzes traffic patterns and learns metric performance. This allows you to manage your production environments continuously without any manual thresholds or human intervention. Sedai's Discovery engine uses an agentless approach to automatically identify everything in your production environments. It intelligently prioritizes your monitoring information. All your cloud accounts are on the same platform. All of your cloud resources can be viewed in one place. Connect your APM tools. Sedai will identify and select the most important metrics. Machine learning intelligently sets thresholds. Sedai is able to see all the changes in your environment. You can view updates and changes and control how the platform manages resources. Sedai's Decision engine makes use of ML to analyze and comprehend data at large scale to simplify the chaos.

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.

CloudMonitor is a service that gathers monitoring metrics for Alibaba Cloud resources as well as custom metrics tailored to your needs. This tool is designed to help you assess the availability of your services and enables you to configure alarms for specific performance indicators. With CloudMonitor, you can gain insights into the utilization of cloud resources, along with the overall health and status of your business, which empowers you to respond quickly when an alarm goes off to maintain application availability. The setup process requires no coding, allowing you to establish CloudMonitor and configure alarms easily through a user-friendly wizard in just a few steps. You have the flexibility to create alarms for various scenarios and can choose from multiple notification methods. This all-encompassing service not only tracks fundamental resources and application performance but also caters to unique business metrics, facilitating the management of cloud resources across different applications organized by groups for better oversight. Overall, CloudMonitor helps ensure that you stay informed and proactive in managing the health of your cloud infrastructure.

Centreon is a global provider for business-aware IT monitoring to ensure high performance and continuous operations. The company's AIOps-ready platform, which is holistic and ready for use in today's complex hybrid cloud infrastructures, is designed to meet the needs of these distributed clouds. Centreon monitors all aspects of the IT Infrastructure, from Cloud-to Edge for a clear and comprehensive view. Centreon eliminates blind spots by monitoring all equipment, middleware, and applications that are part modern IT workflows. This includes legacy assets on-premise, private and public clouds, and all the way to edge of the network where smart devices and customers come together to create business value. Centreon is always up-to-date and can support even the most dynamic environments. It has auto-discovery capabilities that allow it to keep track of Software Defined Network (SDN), AWS or Azure cloud assets and Wi-Fi access points, as well as any other component of today’s agile IT infrastructure.

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.

With Lens Autopilot, DevOps engineers from Mirantis create CI/CD pipelines tailored to your specific applications, development and approach. Our monitoring and alerting provides real time status of clusters and resources with access to logs for prompt troubleshooting and debugging of errors. Lens Autopilot combats security threats and detects vulnerabilities early with continuous monitoring and alerting which can be integrated with Slack or Microsoft Teams. View all of your logs and key metrics into a unified Grafana Loki dashboard. Combining the powerful capabilities of Lens with Mirantis’ world-class professional services expertise, Lens Autopilot delivers a ZeroOps, fully managed service for organizations that want to improve their application delivery on top of Kubernetes, significantly improving their return on investment. Mirantis is proud and confident to guarantee our technical capability to achieve the following outcomes with Lens Autopilot in 12 months or less.