Red Hat announced the general availability of Red Hat OpenShift 4.20, the latest version of the hybrid cloud application platform powered by Kubernetes.
APMdigest asked experts from across Application Performance Management (APM) and related markets for their recommendations on the best ways to ensure application performance before app rollout. This final set of six recommendations covers topics including the development environment and deployment.
Start with Part 1 of this list
Start with Part 2 of this list
13. REPLICATION OF REAL-WORLD PRODUCTION CONDITIONS
Understand the logical complexity of your application, especially round trips at various levels of abstraction. Test the most logically complex components with production-like latency, reasonably complex inputs, and realistic load. Ideally, use the same profiling tool you would use in production, and make sure it can find meaningful problem correlations at scale. A top methods list will only show you where your time went processing your synthetic load.
Joe Rustad
Manager, Software Development & Architecture, Dell Software
Networked delivered applications are pervasive in todays businesses and its essential that we give developers and testers environments that that are "fit for the purpose" i.e. they accurately reflect the network an application is expected to run in - this ensures a much more robust application is produced and can substantially shorten the delivery time. Developers and testers can utilize industry standard tools such as Network Emulators which replicate the target networks and network conditions, eliminating any unwanted surprises when a new application is rolled out into the production environment.
Jim Swepson
Pre-sales Technologist, iTrinegy
14. CONTAINER TOOLS
Container tools provide the easiest, most effective and secure approach for ensuring application performance prior to rollout – not to mention, most affordable. An added level of virtualization that conveniently packages everything together, containers enable DevOps to decouple applications from underlying hardware and IT infrastructure, which among other things, make apps highly portable, as well as easier to share, test, deploy, fine-tune for performance and manage.
Don Boxley
CEO and Co-Founder, DH2i
15. BI-MODAL IT
Operations teams should adopt a bi-modal IT structure to optimize application release cycles and updates. A bi-modal structure focuses on increasing the application performance, speed and agility of operations, allowing for scaling applications and businesses without creating a shadow IT environment. By utilizing containerization to provide independent work spaces, applications can be optimized to increase performance. A bi-modal IT structure allows for a smooth development and deployment process from the onset.
Charlie Key
Founder of Modulus, a Progress company
16. COLLABORATION AND COMMUNICATIONS INFRASTRUCTURE
Investing time into developing a coherent Collaboration and Communications Infrastructure (CCI) plan that outlines a set of procedures and policies for IT and end-users to follow is vital to ensuring top service performance. Having a CCI strategy in place will enhance enterprise IT collaboration capabilities and help assure the performance and availability of collaboration and communications services in the production environment.
Mike Segal
Director of Solutions Marketing, NetScout Systems
17. APPLICATION DIAGNOSTICS
Developers must go beyond instrumenting their apps to provide diagnostics like crash reporting, service monitoring, and transaction trace.
Mike Marks
Chief Product Evangelist, Aternity
18. INCREMENTAL DEPLOYMENT
Successful rollouts are all about manageability. First, deploy in phases (vs. a big bang approach), so you can learn as you go and change course as needed, including rolling back. Next, and complementary to the phased rollout, have key performance metrics from production environment against which you can compare in the pre-production environment and during each step of the deployment. For todays complex application systems, this is best accomplished with cross-tier transaction response times. The ability to compare application performance snapshots before and after deployment is also extremelly helpful.
Anand Akela
Director, APM Product Marketing, AppDynamics
Consider deploying the application to a limited number of test users in each site to get some preliminary testing done. Set expectations for how the application should perform and give users adequate time to acclimate and validate the new application as part of their workflow. How are users receiving the new application? What is the user experience like? Are there any issues that need to be resolved immediately?
Bruce Kosbab
CTO, Fluke Networks
Bruce Kosbab Blog: 9 Key Performance Considerations for App Rollouts
Industry News
The Cloud Native Computing Foundation® (CNCF®), which builds sustainable ecosystems for cloud native software, announced a major new release of Helm, coinciding with the project’s 10th anniversary.
Mirantis announced the latest release of Mirantis k0rdent Enterprise, with Mirantis k0rdent Virtualization – enabling workloads to run with cloud-native applications and traditional virtualized workloads.
Couchbase announced significant advancements to the Couchbase Mobile platform, which makes it possible to run AI-powered applications on devices operating at the disconnected edge.
Legit Security announced VibeGuard, a solution designed to secure AI-generated code at the moment of creation and to secure coding agents.
Black Duck announced that Black Duck® SCA can now identify and analyze AI models, starting with the 2025.10.0 release.
Parasoft is showcasing its latest innovations in software quality assurance for safety- and security-critical embedded systems at embedded world North America, booth 8031.
The Cloud Native Computing Foundation® (CNCF®), which builds sustainable ecosystems for cloud native software, announced new integrations between Falco, a graduated project, and Stratoshark, a forensic tool inspired by Wireshark.
CKEditor announced the launch of CKEditor AI, an addition to CKEditor that makes it a rich text editor to integrate multi-turn conversational AI.
BellSoft announced Hardened Images, a tool for enhancing the security and compliance of containerized applications in Kubernetes.
Check Point® Software Technologies Ltd. announced it has been named as a Recommended vendor in the NSS Labs 2025 Enterprise Firewall Comparative Report, with the highest security effectiveness score.
Buoyant announced upcoming support for Model Context Protocol (MCP) in Linkerd to extend its core service mesh capabilities to this new type of agentic AI traffic.
Dataminr announced the launch of the Dataminr Developer Portal and an enhanced Software Development Kit (SDK).
Google Cloud announced new capabilities for Vertex AI Agent Builder, focused on solving the developer challenge of moving AI agents from prototype to a scalable, secure production environment.
Prismatic announced the availability of its MCP flow server for production-ready AI integrations.




