Best Application Development Software for Grafana

Engineered for peak performance and efficient resource use, KrakenD can manage a staggering 70k requests per second on just one instance. Its stateless build ensures hassle-free scalability, sidelining complications like database upkeep or node synchronization. In terms of features, KrakenD is a jack-of-all-trades. It accommodates multiple protocols and API standards, offering granular access control, data shaping, and caching capabilities. A standout feature is its Backend For Frontend pattern, which consolidates various API calls into a single response, simplifying client interactions. On the security front, KrakenD is OWASP-compliant and data-agnostic, streamlining regulatory adherence. Operational ease comes via its declarative setup and robust third-party tool integration. With its open-source community edition and transparent pricing model, KrakenD is the go-to API Gateway for organizations that refuse to compromise on performance or scalability.

We reinvent API management for everyone, from startups to enterprise. Add authentication, analytics and developer documentation in minutes. Zuplo can help you protect your API in minutes by adding rate-limiting. You can also add more than 50 plugins, such as authentication, to your APIs with just one click. Zuplo is built on the edge, and has been deployed in +300 data centres around the world. This makes multi-cloud deployments a first-class experience. Zuplo allows you to run different workloads on different clouds, while maintaining a uniform set of API policies. Zuplo is the only gateway that runs OpenAPI directly. Use the OpenAPI ecosystem for your API and deploy it directly to Zuplo. Zuplo generates beautiful documentation for your API. You can customize your docs using markdown, and developers can self-serve their API Keys right from the docs.

IBM Instana sets the gold standard for incident prevention, offering automated full-stack visibility, 1-second data granularity, and 3-second notifications. In today’s complex and ever-changing cloud environments, even an hour of downtime can lead to six-figure losses or more. Traditional application performance monitoring (APM) tools often fall short—they’re too slow to keep up, lack the breadth to provide actionable context, and are typically reserved for super users who require extensive training to operate them. IBM Instana Observability goes beyond traditional APM by democratizing access to observability. Teams across DevOps, SRE, Platform Engineering, ITOps, and Development can seamlessly access the data they need, enriched with contextual insights. Instana delivers high-fidelity data with 1-second granularity, end-to-end tracing, and comprehensive visibility into logical, physical, and mobile dependencies spanning applications, web services, and infrastructure. At its core, Instana Dynamic APM leverages an agent-based architecture that uses sensors—lightweight, automated programs designed to monitor specific entities. A single agent per host, deployed either as a standalone process or a container.

Better Stack allows you to see inside any stack and debug any issue. Visualize the entire stack. Aggregate all your logs to structured data and query it like a database using SQL. Search, store and centralize your logs in a flash. Do not worry about archiving and rehydration. Dashboards that combine metrics from multiple sources to create a beautiful summary. Monitor everything, from websites to servers. Schedule on-call rotatings, get actionable notifications, and resolve incidents quicker than ever. Be notified by a platform that monitors infrastructures better. Our 30-second check will give you a screenshot and a second by second timeline of the error. We verify each HTTP and ping-based event from at least three locations before we alert. No more false alarms! We have you covered, whether it's monitoring your web page, APIs, pings, POP3, SMTP, IMAP, DNS, or general network monitoring.

Golioth IoT cloud platform is the leading IoT development platform that enables modern engineering teams to quickly prototype and manage fleets of IoT devices. We put hardware at the center of your CI/CD process. With a unified API and device firmware SDK, plus a strong IoT ecosystem Golioth helps engineers easily build, integrate, and manage IoT solutions–without the stress. The only IoT cloud solution built for your entire team: from your hardware engineers to firmware developers, from cloud to data teams.

StarfishETL is a Cloud iPaaS solution, which gives it the unique ability to connect virtually any kind of solution to any other kind of solution as long as both of those applications have an API. This gives StarfishETL customers ultimate control over their data projects, with the ability to build more unique and scalable data connections.

Load testing is easier for developers. Open source load testing tool and SaaS platform for engineering teams. The k6 API, CLI and other tools are flexible and powerful. Javascript allows you to create tests that simulate real-world scenarios. Automate your tests to make sure your infrastructure and application are always running smoothly. To test the health and availability of your services, you can add SLOs to your k6 script. Our browser recorder and converters (JMeter Postman, Swagger) make it easier to create tests. You will find extensive documentation, great community, and first-class support. No XML. No DSL. Only familiar scripting with ES6 JS.

configure8 is an internal developer portal that helps helps your developers move faster and build better software with self-serve access to the knowledge and functionality they need. configure8 is built around a universal catalog that easily organizes all of the sociotechnical knowledge about your team and applications, services, environments, and resources. Customize the data model to integrate any tool and present custom views and calculations. Easy to set-up and maintain, and delivers value. configure8 uses knowledge in the universal catalog to power Scorecards and Self-Serve Actions. Scorecards by configure8 feature the largest library of pre-built checks and the ability to scorecard any custom data as well as create standards tripwires. Self-Serve Actions feature dynamic forms that are contextually aware to minimize developer cognitive load for day 2 operations. We even offer starter templates + custom actions. Deploy configure8 on-premise or use our SaaS hosted version. We offer white glove support to ensure your success and high internal adoption rates.

Automate your performance analysis, reporting and testing and eliminate all the manual tasks that your developers hate. Maintain product quality while reducing the cognitive load on your developers. Agile environments require this. This product is designed to support large teams in complex agile environments, with a limited number performance engineers. Standardize performance testing across the enterprise. Share performance testing expertise with any team working on any project at any time. This will embed performance testing into your developer culture and help you deliver better websites and services. Perfana allows teams validate the performance of software not only before going to production but with every build... effortlessly. Our plugin integrates into all popular CI servers, allowing teams to validate performance with each build or release.

D2iQ Enterprise Kubernetes Platform (DKP) Enterprise Kubernetes Platform: Run Kubernetes Workloads at Scale D2iQ Kubernetes Platform (DKP): Adopt, expand, and enable advanced workloads across any infrastructure, whether on-prem, on the cloud, in air-gapped environments, or at the edge. Solve the Toughest Enterprise Kubernetes Challenges Accelerate the journey to production at scale, DKP provides a single, centralized point of control to build, run, and manage applications across any infrastructure. * Enable Day 2 Readiness Out-of-the-Box Without Lock-In * Simplify and Accelerate Kubernetes Adoption * Ensure Consistency, Security, and Performance * Expand Kubernetes Across Distributed Environments * Ensure Fast, Simple Deployment of ML and Fast Data Pipeline * Leverage Cloud Native Expertise

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.

Gatling is a web application load and performance testing tool. Gatling was created by former IT consultants and is intended to make DevOps easier and more automated.

OpsLevel is the most flexible Internal Developer Portal, helping teams streamline service ownership, automate catalog maintenance, and drive engineering excellence. With AI-powered insights, automation, and self-service workflows, OpsLevel eliminates bottlenecks—so developers can focus on building, not bureaucracy. Unlike fragmented spreadsheets or homegrown solutions, OpsLevel brings clarity to complex architectures, ensuring teams can enforce best practices, reduce incidents, and accelerate deployments. From onboarding to security, OpsLevel makes software delivery faster, more reliable, and more scalable.

Smart DIH is a data management platform that quickly serves applications with accurate, fresh and complete data, delivering high performance, ultra-low latency, and an always-on digital experience. Smart DIH decouples APIs from SoRs, replicating critical data, and making it available using event-driven architecture. Smart DIH enables drastically shorter development cycles of new digital services, and rapidly scales to serve millions of concurrent users – no matter which IT infrastructure or cloud topologies it relies on. XAP Skyline is a distributed in-memory development platform that delivers transactional consistency, combined with extreme event-based processing and microsecond latency. The platform fuels core business solutions that rely on instantaneous data, including online trading, real-time risk management and data processing for AI and large language models.

Shoreline is the only cloud reliability platform that allows DevOps engineers to build automations in a matter of minutes and fix problems forever. Shoreline’s modern “Operations at the Edge” architecture runs efficient agents in the background of all monitored hosts. Agents run as a DaemonSet on Kubernetes or an installed package on VMs (apt, yum). The Shoreline backend is hosted by Shoreline in AWS, or deployed in your AWS virtual private cloud. Debugging and repairing issues is easy with advanced tooling for your best SREs, Jupyter style notebooks for the broader team, and a platform that makes building automations 30X faster by allowing operators to manage their entire fleet as if it were a single box. Shoreline does the heavy lifting, setting up monitors and building repair scripts, so that customers only need to configure them for their environment.

NGINX Service Mesh is always free and can scale from open-source projects to a fully supported enterprise-grade solution. NGINX Service Mesh gives you control over Kubernetes. It features a single configuration that provides a unified data plan for ingress and exit management. NGINX Service Mesh's real star is its fully integrated, high-performance Data Plan. Our data plane leverages the power of NGINX Plus in order to operate highly available, scalable containerized environments. It offers enterprise traffic management, performance and scalability that no other sidecars could offer. It offers seamless and transparent load balancing and reverse proxy, traffic routing and identity as well as encryption features that are required for high-quality service mesh deployments. It can be paired with NGINX Plus-based NGINX Ingress Controller to create a unified data plan that can be managed from one configuration.

Unleash the power and potential of the no-code platform to build modern applications. Your team's existing capabilities can be used to build, provision, run, and scale cloud-native applications. Modernizing legacy and greenfield applications quickly will unlock the potential of your apps, increase revenue opportunities, and exceed customer expectations. Be the first to market, and lead the transformation. Make use of the platform's Out-of-the box DevOps capabilities to automate and simplify your software maintenance and delivery. Multi-cloud and hybrid cloud enablement will spice up your "cloud first" strategy. Avoid vendor lock-in by allowing your teams the freedom to choose their cloud and infrastructure. Reduce human errors and save time when modernizing applications. The built-in developer tools make it easier to debug and fix issues faster than ever before.

Build complex automations up to 10x faster without battling APIs. The days of slogging through a mess of scripts is over. JavaScript is the best choice when you want flexibility, and UI for all other tasks. n8n lets you build flexible workflows that are focused on deep data integration. With a user-friendly interface and templates that can be shared, even the less technically minded members of your team can work together on them. Contrary to other tools, complexity does not limit you. You can build anything you want, without worrying about budget. Connect APIs without code to automate basic functions. You can also use vanilla Javascript to manipulate complex data. You can implement more than one trigger. You can branch and merge your workflows. You can even pause flows while you wait for external events. Custom HTTP requests allow you to easily interface with any API or service. Separate dev and production environments with different sets of authentication data to avoid breaking live workflows.

Validate your app's performance and quality with real-world traffic scenarios. Preview code performance to quickly identify problems and ensure your app is running optimally when the time comes to release. To better prepare for production, mimic real-life scenarios, simulate load, and create intelligent simulators of third-party or internal backend systems. You don't need to create expensive new environments every time you test. Cloud costs are further reduced by the autoscaling feature. You can ship more code faster by avoiding complex frameworks, manual test scripts, and homegrown frameworks. You can be confident that your new code changes will handle high traffic scenarios. Protect the customer experience, prevent major outages and meet SLAs. Simulate internal and third-party backends to ensure more reliable and affordable testing. No need to create expensive, end-toend environments that can take days to deploy. Migrate seamlessly off legacy architecture without affecting the customer experience.

Integrate your data sources including relational and NoSQL database, SaaS and APIs. You can query them immediately as a single source of data. Process data wherever you are. Data from different sources can be merged, retrieved, and cached. Use webhooks for streaming data from Kafka or Segment into the Peaka Table. Real-time data access replaces nightly batch ingestion. Treat each data source as a relational database. Convert any API into a table and combine and join it with other data sources. Use familiar SQL to run queries on NoSQL databases. The same skills can be used to retrieve data from SQL and NoSQL database. You can query and filter your consolidated datasets to create new data sets. Use APIs to expose them and serve other apps or systems. Don't get bogged down with scripts and logs when setting up your data stack. Eliminate the burdens of managing and maintaining ETL pipelines.

We monitor your websites and APIs. We also monitor cron jobs and scheduled tasks. Your team receives immediate alerts through email, SMS, PagerDuty Incident.io and more. It doesn't require you to be an expert engineer to set up. Monitoring that is simple and effective will help you sleep better at night. Check your website as often as 30 seconds and you will catch any issues that may cause it to go down for less than one minute. You can customize the HTTP method, headers and body for every check. OnlineOrNot performs each check at least twice, and you can choose to do so even more. OnlineOrNot will check for SSL certificate expiration, as well as other issues. It will alert you if a problem exists. You can choose whether to run the uptime checks in one region or all of them. Your customers depend on your products and service. Your customers will be able to see your status in real-time with a page that automatically updates. Subscribe your customers to your status page and send them regular incident updates by email.

Nango is a comprehensive product integration platform that allows developers to integrate with over 300 APIs within hours. It abstracts API specificities with pre-built integrations and developer tooling. Nango gives you full control over code and access external APIs. This allows you to build the exact integrations that your customers require, just as if you had built them in-house. The platform has built-in support of all authorization types, quirks and data models. It also offers a single interface that uses your own data model and seamless UIs to provide the best integration experience. Developer tools can be configured per API to handle pagination, rate limitations, and more. Nango provides an AI copilot who has been trained on hundreds integrations to help build custom solutions. Nango provides API experts as well as an integrations service, where Nango engineers will build custom integrations.

Ozone platform allows enterprises to quickly and securely ship modern applications. Ozone eliminates the need to manage too many DevOps tools, making it easy to deploy applications on Kubernetes. Integrate all your existing DevOps tools to automate your application delivery process. Automated pipeline workflows make deployments faster and allow for on-demand infrastructure management. Enforce compliance policies and governance for app deployments at scale to prevent business losses. One pane of glass, where engineering, DevOps, and security teams can collaborate on app releases in realtime.

Traefik Mesh allows visibility and management to all traffic flows within any Kubernetes cluster. It is simple to set up and easy-to-use. This allows for better monitoring, logging, visibility, and access control. Administrators can quickly and easily increase security in their clusters. Administrators can monitor and trace the communication between applications in Kubernetes clusters. This allows them to optimize internal communications and improve application performance. It is easier to implement and provides value for the time spent actually implementing by reducing the time required to install, configure, and learn. Administrators can concentrate on their business applications. Open source means there is no vendor lock-in. Traefik Mesh can be opted-in by design.

Calisti allows administrators to switch between historical and live views and enables traffic management, security, observability, and traffic management for microservices. Calisti can configure Service Level Objectives (SLOs), burn rates, error budget, and compliance monitoring. It also sends a GraphQL Alert to scale automatically based on SLO burnrate. Calisti manages microservices that run on containers and virtual machines. This allows for application migration from VMs into containers in a phased fashion. Management overhead can be reduced by consistently applying policies and meeting both K8s as well as VMs' application Service Level Objectives. Istio releases new versions every three months. Calisti also includes our Istio Operator, which automates lifecycle management and even allows canary deployment of Istio's platform.