Stelios Manioudakis

Trend Report

Intelligent Observability

Most modern systems portray a clear story about their performance, yet it’s often buried under mountains of data too convoluted to be actionable. Teams are challenged to treat observability as a connective system, using pipelines to turn noise into measurable outcomes and defendable decisions, and to create an active system of trust that’s effectively engineered, consolidated, and shaped by AI.Observability now covers performance optimization and RUM responsiveness, security controls and compliance evidence, and the team rituals for sustaining collaboration at scale, all of which hinge on the same shared visibility. In this sense, observability becomes less of a toolchain and more of a discipline that serves to align technology and people around outcomes versus noise.DZone’s 2025 Intelligent Observability Trend Report examines how outcome-driven engineering, platform consolidation, open standards, AI-assisted operations, and human-in-the-loop automation are reshaping the industry. Contributions from practitioners across the DZone community connect these threads to depict a clear blueprint for building a resilient, scalable stack that is ready to take on the next wave of technological advancements.

Trend Report

Observability and Performance

The dawn of observability across the software ecosystem has fully disrupted standard performance monitoring and management. Enhancing these approaches with sophisticated, data-driven, and automated insights allows your organization to better identify anomalies and incidents across applications and wider systems. While monitoring and standard performance practices are still necessary, they now serve to complement organizations' comprehensive observability strategies. This year's Observability and Performance Trend Report moves beyond metrics, logs, and traces — we dive into essential topics around full-stack observability, like security considerations, AIOps, the future of hybrid and cloud-native observability, and much more.

Trend Report

Low-Code Development

Low code, no code, citizen development, AI automation, scalability — if you work in the tech world, it's likely that you have been encouraged to use tools in at least one of these spaces. And it's for a good reason as Gartner has projected that by 2025, 70% of applications developed within organizations will have been built using low- and/or no-code technologies. So does the practice live up to the hype? Year over year, the answer is a resounding "yes" as the industry continues to evolve. Organizations have an increased demand for more frequent application releases and updates, and with that comes the need for increased efficiencies. And this is where low-code and no-code development practices shine. Sprinkle AI automation into low- and no-code development, and the scalability opportunities are endless. This Trend Report covers the evolving landscape of low- and no-code development by providing a technical exploration of integration techniques into current development processes, the role AI plays in relation to low- and no-code development, governance, intelligent automated testing, and adoption challenges. In addition to findings from our original research, technical experts from the DZone Community contributed articles addressing important topics in the low code space, including scalability, citizen development, process automation, and much more. To ensure that you, the developer, can focus on higher priorities, this Trend Report aims to provide all the tools needed to successfully leverage low code in your tech stack.

Trend Report

Observability and Application Performance

Making data-driven decisions, as well as business-critical and technical considerations, first comes down to the accuracy, depth, and usability of the data itself. To build the most performant and resilient applications, teams must stretch beyond monitoring into the world of data, telemetry, and observability. And as a result, you'll gain a far deeper understanding of system performance, enabling you to tackle key challenges that arise from the distributed, modular, and complex nature of modern technical environments.Today, and moving into the future, it's no longer about monitoring logs, metrics, and traces alone — instead, it’s more deeply rooted in a performance-centric team culture, end-to-end monitoring and observability, and the thoughtful usage of data analytics.In DZone's 2023 Observability and Application Performance Trend Report, we delve into emerging trends, covering everything from site reliability and app performance monitoring to observability maturity and AIOps, in our original research. Readers will also find insights from members of the DZone Community, who cover a selection of hand-picked topics, including the benefits and challenges of managing modern application performance, distributed cloud architecture considerations and design patterns for resiliency, observability vs. monitoring and how to practice both effectively, SRE team scalability, and more.