Best Application Development Software for Splunk APM

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.

Integrate all your data sources, relational and NoSQL databases, SaaS tools, and APIs. Query them as a single data source immediately. Process data wherever it is. Query, cache, and blend data from different sources. Use webhooks to ingest streaming data from Kafka, Segment, etc., into the Peaka BI Table. Replace nightly one-time batch ingestion with real-time data access. Treat every data source like a relational database. Convert any API to a table, and blend and join it with your other data sources. Use the familiar SQL to run queries in NoSQL databases. Retrieve data from both SQL and NoSQL databases utilizing the same skill set. Query and filter your consolidated data to form new data sets. Expose them with APIs to serve other apps and systems. Do not get bogged down in scripts and logs while setting up your data stack. Eliminate the burden of building, managing, and maintaining ETL pipelines.

Applications are fragmented & distributed. The proliferation of infrastructure stacks across multi-cloud for users to access applications and to talk to each other creates complexity. The result is subpar application experience, increased operational cost, and fragmented security. Today's multi-cloud world requires a new Application eXperience Infrastructure stack—one that improves user application experience, provides secure access and optimizes cloud spend so that you can focus on business outcomes. The Prosimo Application eXperience Infrastructure (AXI) is a vertically integrated cloud-native infrastructure stack that sits in front of applications and delivers consistently faster, more secure application experiences cost-optimized. AXI gives cloud architects and operations teams a decision-oriented platform that is easy to use. Powered by data insights and machine learning models, the Prosimo AXI platform delivers better results in minutes.

Built by security practitioners for practitioners, Wallarm's API security platform provides robust protection for APIs, web apps, microservices, and serverless workloads in cloud-native, multi-cloud, Kubernetes, and on-premises environments. It delivers coverage against OWASP API Top-10 risks and advanced threats, ensuring visibility and rapid vulnerability remediation. The Wallarm platform is a best-in-class API security solution that supports multiple deployment options. Trusted by security teams globally, Wallarm's API security platform is the fastest, easiest, and most effective way to stop API attacks. Customers choose Wallarm to protect their applications and AI agents because the platform delivers a complete inventory of APIs, patented AI/ML-based abuse detection, real-time blocking, and an API SOC-as-a-service.

Today's Kubernetes environments need help in scaling, securing and observing modern cloud-native applications. Gloo Mesh, based on the industry's leading Istio service mesh, simplifies multi-cloud and multi-cluster management of service mesh for containers and virtual machines. Gloo Mesh helps platform engineering teams to reduce costs, reduce risks, and improve application agility. Gloo Mesh is a modular component of Gloo Platform. The service mesh allows for application-aware network tasks to be managed independently from the application, adding observability, security, and reliability to distributed applications. By introducing the service mesh to your applications, you can: Simplify the application layer Provide more insights into your traffic Increase the security of your application