Best Application Development Software for Prometheus

KrakenD

KrakenD is a high-performance API Gateway optimized for resource efficiency, capable of managing 70,000 requests per second on a single instance. The stateless architecture allows for straightforward, linear scalability, eliminating the need for complex coordination or database maintenance. It supports various protocols and API specifications, with features like fine-grained access controls, data transformation, and caching. Unique to KrakenD is its ability to aggregate multiple API responses into one, streamlining client-side operations. Security-wise, KrakenD aligns with OWASP standards and doesn't store data, making compliance simpler. It offers a declarative configuration and integrates with third-party logging and metrics tools. With transparent pricing and an open-source option, KrakenD is a comprehensive API Gateway solution for organizations prioritizing performance and scalability.

71 Ratings

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Amazon Elastic Container Service (Amazon ECS)

Amazon

Amazon Elastic Container Service (Amazon ECS) is a fully managed container orchestration service. Customers such as Duolingo, Samsung, GE, and Cook Pad use ECS to run their most sensitive and mission-critical applications because of its security, reliability, and scalability. ECS is a great choice to run containers for several reasons. First, you can choose to run your ECS clusters using AWS Fargate, which is serverless compute for containers. Fargate removes the need to provision and manage servers, lets you specify and pay for resources per application, and improves security through application isolation by design. Second, ECS is used extensively within Amazon to power services such as Amazon SageMaker, AWS Batch, Amazon Lex, and Amazon.com’s recommendation engine, ensuring ECS is tested extensively for security, reliability, and availability.

4 Ratings

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Docker

Docker takes away repetitive, mundane configuration tasks and is used throughout the development lifecycle for fast, easy and portable application development, desktop and cloud. Docker’s comprehensive end-to-end platform includes UIs, CLIs, APIs and security that are engineered to work together across the entire application delivery lifecycle. Get a head start on your coding by leveraging Docker images to efficiently develop your own unique applications on Windows and Mac. Create your multi-container application using Docker Compose. Integrate with your favorite tools throughout your development pipeline, Docker works with all development tools you use including VS Code, CircleCI and GitHub. Package applications as portable container images to run in any environment consistently from on-premises Kubernetes to AWS ECS, Azure ACI, Google GKE and more. Leverage Docker Trusted Content, including Docker Official Images and images from Docker Verified Publishers.

3 Ratings

Starting Price: $7 per month

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EMQX

EMQ Technologies

EMQX is the world's most scalable and reliable MQTT messaging platform designed by EMQ. It supports 100M concurrent IoT device connections per cluster while maintaining extremely high throughput and sub-millisecond latency. EMQX boasts more than 20,000 global users from over 50 countries, connecting more than 100M IoT devices worldwide, and is trusted by over 300 customers in mission-critical IoT scenarios, including well-known brands like HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our edge-to-cloud IoT connectivity solutions are flexible to meet the demands of various industries towards digital transformation, including connected vehicles, Industrial IoT, oil & gas, carrier, finance, smart energy, and smart cities.

59 Ratings

Starting Price: $0.18 per hour

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Jira

Atlassian

Jira is the only project management tool you need to plan and track work across every team. Jira by Atlassian is the #1 software development tool for teams planning and building great products. Trusted by thousands of teams, Jira offers access to a wide range of tools for planning, tracking, and releasing world-class software, capturing and organizing issues, assigning work, and following team activity. It also integrates with leading developer tools for end-to-end traceability. From short projects, to large cross-functional programs, Jira helps break big ideas down into achievable steps. Organize work, create milestones, map dependencies and more. Link work to goals so everyone can see how their work contributes to company objectives and stay aligned to what’s important. Your next move, suggested by AI. Atlassian Intelligence takes your big ideas and automatically suggests the tasks to help get it done.

43 Ratings

Starting Price: Free

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GitHub

GitHub is the world’s most secure, most scalable, and most loved developer platform. Join millions of developers and businesses building the software that powers the world. Build with the world’s most innovative communities, backed by our best tools, support, and services. If you manage multiple contributors , there’s a free option: GitHub Team for Open Source. We also run GitHub Sponsors, where we help fund your work. The Pack is back. We’ve partnered up to give students and teachers free access to the best developer tools—for the school year and beyond. Work for a government-recognized nonprofit, association, or 501(c)(3)? Get a discounted Organization account on us.

21 Ratings

Starting Price: $7 per month

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Cortex

Cortex is the Engineering Operations Platform that enables organizations to continuously improve their operational maturity and reduce developer friction. With centralized visibility, clear ownership, automated Scorecards, and golden paths, we help engineering organizations operate as one. Our customers – from startups to Fortune 100 enterprises – create a culture of engineering excellence, reducing incidents by 30% and improving MTTR by 50%, all while making it easier for developers to focus on building. • Within minutes, determine who owns each service with Cortex’s AI service ownership model across thousands of repositories. • Standardize golden paths using Workflows, enabling teams to scaffold new services & provision infrastructure in minutes. • Consistently uphold best practices and standards across your organization with automated Scorecards and targeted Initiatives. • Make informed, impactful actions based on real-time insights.

14 Ratings

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Confluence

Atlassian

Confluence by Atlassian is a leading content collaboration software for modern teams. It empowers teams to create, share, and collaborate on projects in one place, easily publish and access company information, capture, store and grow team's knowledge, and so much more. Confluence is also available on mobile, enabling teams to track team activity, give feedback, and stay in sync regardless of device.

12 Ratings

Starting Price: $10.00/month

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Bitbucket

Atlassian

Bitbucket is more than just Git code management. Bitbucket gives teams one place to plan projects, collaborate on code, test, and deploy. Free for small teams under 5 and priced to scale with Standard ($3/user/mo) or Premium ($6/user/mo) plans. Keep your projects organized by creating Bitbucket branches right from Jira issues or Trello cards. Build, test and deploy with integrated CI/CD. Benefit from configuration as code and fast feedback loops. Approve code review more efficiently with pull requests. Create a merge checklist with designated approvers and hold discussions right in the source code with inline comments. Bitbucket Pipelines with Deployments lets you build, test and deploy with integrated CI/CD. Benefit from configuration as code and fast feedback loops. Know your code is secure in the Cloud with IP whitelisting and required 2-step verification. Restrict access to certain users, and control their actions with branch permissions and merge checks for quality code.

9 Ratings

Starting Price: $15 per month

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Better Stack

Better Stack is an eBPF-based, AI SRE observability tool that helps you ship better software, faster. Schedule on-call rotations, receive actionable alerts, and resolve incidents with ease. Better Stack brings together incident management, uptime monitoring, status pages, log management, and infrastructure monitoring – all in one place. Built for speed and scale, it combines multiple monitoring and alerting workflows into a single, powerful interface that boosts visibility and slashes response times. Key features include an OpenTelemetry-native Kubernetes collector powered by eBPF, real-time alerting, and collaborative dashboards. Under the hood, Better Stack runs on ClickHouse, enabling lightning-fast queries and scalable ingestion across high-cardinality datasets. You can visualize your entire stack, turn all your logs into structured data, and query everything with SQL – as if it were a single database. Seamlessly integrates into your workflow with 100+ integrations.

7 Ratings

Starting Price: $29 per month

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ZigiOps

ZigiWave

ZigiOps is a 100% no-code integration platform that enables real-time, bi-directional data exchange between enterprise systems. It helps IT, DevOps, and Service teams automate workflows, eliminate manual data transfers, and reduce human error across ITSM, DevOps, Monitoring, Cloud, and CRM tools. With an intuitive, guided UI and ready-made integration templates, you can set up, modify, and launch integrations in minutes - no scripting required. ZigiOps synchronizes tickets, alerts, comments, attachments, and related records instantly, ensuring teams always work with up-to-date information. ZigiOps offers advanced data mapping, filtering, and transformation for complex integration scenarios. It does not store transferred data, enhancing security and resilience during system downtime. ISO 27001 certified, ZigiOps supports unlimited transactions. Automate integrations, improve cross-team collaboration, and reduce operational costs - without writing a single line of code.

2 Ratings

Starting Price: 500 per month

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Jenkins

The leading open source automation server, Jenkins provides hundreds of plugins to support building, deploying and automating any project. As an extensible automation server, Jenkins can be used as a simple CI server or turned into the continuous delivery hub for any project. Jenkins is a self-contained Java-based program, ready to run out-of-the-box, with packages for Windows, Linux, macOS and other Unix-like operating systems. Jenkins can be easily set up and configured via its web interface, which includes on-the-fly error checks and built-in help. With hundreds of plugins in the Update Center, Jenkins integrates with practically every tool in the continuous integration and continuous delivery toolchain. Jenkins can be extended via its plugin architecture, providing nearly infinite possibilities for what Jenkins can do. Jenkins can easily distribute work across multiple machines, helping drive builds, tests and deployments across multiple platforms faster.

2 Ratings

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Bamboo

Atlassian

Bamboo offers first-class support for the "delivery" aspect of continuous delivery. Deployment projects automate the tedium right out of releasing into each environment, while letting you control the flow with per-environment permissions.

1 Rating

Starting Price: $10 for up to 10 jobs

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IBM Instana

IBM

IBM Instana is the gold standard of incident prevention with automated full-stack visibility, 1-second granularity and 3 seconds to notify. With today’s highly dynamic and complex cloud environments, the average cost of an hour of downtime can reach six figures and beyond. Traditional application performance monitoring (APM) tools simply aren’t fast enough to keep up or thorough enough to contextualize the issues identified. Also, they are typically limited to super users who must complete months of training to learn. IBM Instana Observability goes beyond traditional APM solutions by democratizing observability so anyone across DevOps, SRE, platform engineering, ITOps and development can get the data they want with the context they need. Instana Dynamic APM operates using the Instana agent architecture, which incorporates sensors—lightweight, automated programs tailored to monitor specific entities.

1 Rating

Starting Price: $75 per month

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RabbitMQ

RabbitMQ is lightweight and easy to deploy on-premises and in the cloud. It supports multiple messaging protocols. RabbitMQ can be deployed in distributed and federated configurations to meet high-scale, high-availability requirements. With tens of thousands of users, RabbitMQ is one of the most popular open-source message brokers. From T-Mobile to Runtastic, RabbitMQ is used worldwide at small startups and large enterprises. RabbitMQ is lightweight and easy to deploy on-premises and in the cloud. It supports multiple messaging protocols. RabbitMQ can be deployed in distributed and federated configurations to meet high-scale, high-availability requirements. RabbitMQ runs on many operating systems and cloud environments and provides a wide range of developer tools for most popular languages. Deploy with Kubernetes, BOSH, Chef, Docker and Puppet. Develop cross-language messaging with favorite programming languages such as Java, .NET, PHP, Python, JavaScript, Ruby, Go, etc.

1 Rating

Starting Price: Free

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Apache Kafka

The Apache Software Foundation

Apache Kafka® is an open-source, distributed streaming platform. Scale production clusters up to a thousand brokers, trillions of messages per day, petabytes of data, hundreds of thousands of partitions. Elastically expand and contract storage and processing. Stretch clusters efficiently over availability zones or connect separate clusters across geographic regions. Process streams of events with joins, aggregations, filters, transformations, and more, using event-time and exactly-once processing. Kafka’s out-of-the-box Connect interface integrates with hundreds of event sources and event sinks including Postgres, JMS, Elasticsearch, AWS S3, and more. Read, write, and process streams of events in a vast array of programming languages.

1 Rating

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SCM-Manager

Cloudogu GmbH

The SCM-Manager offers full control over your source code and repository management for Git, Subversion and Mercurial. The SCM-Manager is a lightweight and flexible solution with a lot of benefits. The most important benefits are listed down below: - 100% open source under MIT license: SCM-Manager is free for commercial and personal use – regardless of the size of your team. - No unnecessary weight: The lean core of the SCM-Manager is fully focused on its core task: repository management. - Quickly extendable: Over 50 plugins add target-oriented new functions, e.g. for workflow-controlled code reviews. - Simple integration: Easily connect the SCM-Manager to existing systems (e.g. project management software or CI/CD pipelines). - Free platform choice: No matter if Linux, Windows, macOS or container - a convenient installer prepares your instance in no time. - Community Support: In the SCM-Manager Community forum at myCloudogu users can discuss problems or share their interests.

Starting Price: 0€ and remains free afterwards

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Webswing

Webswing powers webswing.org, enabling any Java desktop application to run directly in a web browser with no source code changes. Using pure HTML5, it supports Swing, JavaFX, Oracle Forms, Eclipse (SWT), NetBeans, and even Java applets. As Java desktop apps face aging technology, security limits, and costly rewrites, Webswing offers a smarter path forward. It runs your application securely on a server and delivers it to users through the browser, preserving the native app experience without modifying your code. Setup takes just three simple steps and can be done in minutes. Our team deploys Webswing every day, helping clients extend the life of their applications, reach new markets, and unlock new business opportunities. We continuously improve the product while providing world-class support to customers worldwide. Visit webswing.org for more information and licensing details.

Starting Price: Free to Evaluate

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Checkly

Pink Robots

Monitor the status and performance of your API endpoints & vital site transactions from a single, simple dashboard. Checkly is an active reliability platform that brings together the best of end-to-end testing and active monitoring to serve modern, cross-functional DevOps teams. With a focus on JavaScript-based Open Source tech stacks, Checkly is easy to get started with and seamlessly integrates into your development workflow. Checkly is the API & E2E monitoring platform for the modern stack: programmable, flexible and loving JavaScript. Monitor and validate your crucial site transactions. Take screenshots and get instant insights into what's working and what's not. Coding browser click-flows used to be hard. Not anymore. Use modern open source frameworks like Playwright and Puppeteer to automate your flows. Run your checks in 20 locations worldwide. Make sure your APIs always responds quickly and with the correct payload.

Starting Price: $0.80 /10k API check runs

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Kaholo

Scriptless CI/CD Automation for On-Demand Developer Portals Kaholo is a low-code IT workflow automation tool that empowers Developers to quickly self-serve environments and automate their workflows while giving Operators full visibility and control over compliance, security, and cloud costs. Key Capabilities: - Drag and drop low-code CI/CD pipelines - 150+ pre-built plugins that interact with external resources that anyone can use without proprietary knowledge, or custom-build your own - Orchestrate your existing CI/CD toolset to avoid the inefficient route of rip and replace - Extensive access permissions allow developers to safely work with and execute pipelines autonomously - Automate provisioning, testing, security scans, builds, deployments with various rollout strategies, rollbacks, cleanups, updates, troubleshooting, remediations, migrations, and more. - Integrations with all cloud providers as well on-prem environments

Starting Price: $99 per month

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Lens

Mirantis

Lens is a powerful developer-focused platform that brings clarity, visibility, and control to Kubernetes and LLM-powered applications. With over one million users, Lens has become the standard IDE for working with Kubernetes beyond the command line. It provides real-time insights, troubleshooting, and observability directly from a local desktop application. Lens runs securely using your existing credentials and respects RBAC without requiring cloud backends. Developers can move from installation to actionable insights in minutes. The platform is designed around real developer workflows rather than traditional ops tooling. Lens now extends beyond Kubernetes into LLM application development and observability.

Starting Price: $9 per user per month

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Akuity

Start using a fully-managed Akuity platform for Argo CD. Get direct expert support from the Argo co-creators and maintainers. Leverage the industry-leading suite of Kubernetes-native application delivery software and implement GitOps inside your organization. We took Argo CD and put it in the cloud for your convenience. Created with the best developer experience in mind, the Akuity platform with end-to-end analytics is enterprise-ready from day one. Manage clusters at scale and safely deploy thousands of applications using GitOps best practices. The Argo Project is a suite of open source tools for deploying and running applications and workloads on Kubernetes. It extends the Kubernetes APIs and unlocks new and powerful capabilities in continuous delivery, container orchestration, event automation, progressive delivery, and more. Argo is a Cloud Native Computing Foundation (CNCF) incubating project and is trusted in production by leading enterprises around the world.

Starting Price: $29 per month

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gopaddle

Unleash the power of the no-code platform for modern applications. Build, Provision, Run and Scale Cloud-Native Applications by leveraging your team's current capabilities. Unlock the potential of your applications, capture new revenue opportunities and exceed customer expectations by modernizing your legacy and greenfield applications rapidly. Be the first to market and lead the change. Leverage Out-of-the-box DevOps capabilities in the platform to simplify and automate your software delivery and maintenance. Spice up your 'cloud first' strategy with multi and hybrid cloud enablement. Avoid vendor lock-in and give the flexibility of choice to your teams to bring their own cloud and infrastructure. Eliminate manual errors due to human factors and save time to modernize applications. Debug and resolve issues faster than before using the built-in developer tools.

Starting Price: $45 per month

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Superblocks

Superblocks is a platform that enables businesses to build AI-powered enterprise applications on their company data. It allows non-technical teams to generate apps quickly while IT maintains control over security and governance. The platform integrates with data sources like Snowflake, Databricks, AWS, and Azure. Superblocks ensures that all apps follow centralized authentication, access control, and auditing policies. It acts as a secure layer between AI apps and business systems. Teams can create internal tools without heavy engineering involvement. Overall, it combines AI app development with enterprise-grade governance.

Starting Price: $100/month

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Helidon

Helidon is a cloud-native, open‑source set of Java libraries for writing microservices that run on a fast web core powered by Netty. Helidon Níma is the first Java microservices framework based on virtual threads. Helidon is designed to be simple to use, with tooling and examples to get you going quickly. Since Helidon is simply a collection of Java libraries running on a fast Netty core, there is no extra overhead or bloat. Helidon supports MicroProfile and provides familiar APIs like JAX-RS, CDI, and JSON-P/B. Our implementation runs on our fast Helidon Reactive WebServer. Helidon Reactive WebServer provides a modern functional programming model and runs on top of Netty. Lightweight, flexible, and reactive, the Helidon WebServer provides a simple-to-use and fast foundation for your microservices. With support for health checks, metrics, tracing, and fault tolerance, Helidon has what you need to write cloud-ready applications that integrate with Prometheus, Jaeger/Zipkin, etc.

Starting Price: Free

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Uffizzi

Uffizzi helps teams build internal developer platforms in minutes, not months, by providing out-of-the-box Kubernetes multi-tenancy, cluster virtualization and customizable templating. Standardize your workflows, while giving every developer access to self-service, ephemeral environments for development, testing, PRs, staging and more. Runs on your infrastructure or ours.

Starting Price: $9/seat/month

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Perfana

Quickly automate your performance testing, analysis, and reporting, and get rid of all the manual tasks your developers hate. Maintain product quality and reduce the cognitive load of your developers. That’s what agile environments need. Designed to support a large number of teams in complex agile environments with just a limited number of performance engineers. Standardize performance test way of working enterprise-wide. Share performance testing knowledge with any team, working on any project, at any time – embedding performance testing in your developer culture, and delivering better websites and services. Perfana allows teams to validate the performance of their software not just before going to production, but with every build effortlessly. Our plugin integrates with all popular CI servers and enables each team to validate the performance with every build or release.

Starting Price: €95 per month

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Steadybit

With our experiment editor, your journey toward reliability is faster and easier, everything is at your fingertips, and you have full control over your experiments. All are meant to help you achieve your goals and roll out chaos engineering safely at scale in your organization. You can add new targets, attacks, and checks by implementing extensions inside Steadybit. A unique discovery and selection process makes it easy to pick the targets. Remove friction when collaborating between teams, and export and import experiments using JSON or YAML. Using Steadybit's landscape, you can see your software's dependencies and relationships between components, the perfect start to kick off your chaos engineering journey. Using the powerful query language, divide your system(s) into different environments based on the same information you use elsewhere. Explicitly assigning environments to specific users and teams in which they're allowed to work and prevent unwanted damages.

Starting Price: $1,250 per month

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Polar Signals

Polar Signals cloud is an always-on, zero-instrumentation continuous profiling product that helps improve performance, understand incidents, and lower infrastructure costs. With just one command and the easiest onboarding guide you’ll ever see, you can start saving costs and optimizing performance in your infrastructure. Travel back in time to pinpoint incidents and issues. Profiling data provides unique insight and depth into what a process executed over time. Utilize profiling data collected over time to confidently and statistically identify hot paths for optimization. Many organizations have 20-30% of resources wasted with code paths that could be easily optimized. Polar Signals Cloud employs an exceptional blend of technologies, purpose-built to deliver the profiling toolset essential for today's evolving infrastructure and applications. With a zero instrumentation setup, deploy immediately and reap the benefits of actionable observability data.

Starting Price: $50 per month

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WunderGraph Cosmo

WunderGraph

WunderGraph is an open source, next-generation API platform designed to unify, manage, and accelerate how developers compose, integrate, and serve APIs from diverse backends (such as REST, gRPC, Kafka, and GraphQL) into a single, type-safe, high-performance API surface that modern applications can consume. It includes Cosmo, a full lifecycle API management solution for federated GraphQL that provides schema registry, composition checks, routing, analytics, metrics, tracing, and observability, all manageable via code in your existing development workflows rather than separate dashboards. WunderGraph lets teams define how multiple services should be composed into one API, automatically generate type-safe client libraries, and handle authentication, authorization, and API calls with built-in tooling that fits into CI/CD and Git-centric processes.

Starting Price: $499 per month

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Best Application Development Software for Prometheus

Compare the Top Application Development Software that integrates with Prometheus as of May 2026

What is Application Development Software for Prometheus?

KrakenD

Amazon Elastic Container Service (Amazon ECS)

Docker

EMQX

Jira

GitHub

Cortex

Confluence

Bitbucket

Better Stack

ZigiOps

Jenkins

Bamboo

IBM Instana

RabbitMQ

Apache Kafka

SCM-Manager

Webswing

Checkly

Kaholo

Lens

Akuity

gopaddle

Superblocks

Helidon

Uffizzi

Perfana

Steadybit

Polar Signals

WunderGraph Cosmo

Best Application Development Software for Prometheus

Compare the Top Application Development Software that integrates with Prometheus as of May 2026

What is Application Development Software for Prometheus?

KrakenD

Amazon Elastic Container Service (Amazon ECS)

Docker

EMQX

Jira

GitHub

Cortex

Confluence

Bitbucket

Better Stack

ZigiOps

Jenkins

Bamboo

IBM Instana

RabbitMQ

Apache Kafka

SCM-Manager

Webswing

Checkly

Kaholo

Lens

Akuity

gopaddle

Superblocks

Helidon

Uffizzi

Perfana

Steadybit

Polar Signals

WunderGraph Cosmo

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