DZone
Thanks for visiting DZone today,
Edit Profile
  • Manage Email Subscriptions
  • How to Post to DZone
  • Article Submission Guidelines
Sign Out View Profile
  • Post an Article
  • Manage My Drafts
Over 2 million developers have joined DZone.
Log In / Join
Refcards Trend Reports
Events Video Library
Refcards
Trend Reports

Events

View Events Video Library

The Latest Testing, Deployment, and Maintenance Topics

article thumbnail
Navigating the Complexities of AI-Driven Integration in Multi-Cloud Environments: A Veteran’s Insights
AI is transforming multi-cloud integration with real-time, decentralized, secure systems — improving compliance, APIs, and scalability across industries.
May 13, 2026
by Abhijit Roy
· 2,241 Views · 1 Like
article thumbnail
Spec-Driven Integration: Turning API Sprawl Into a Governed Capability Fleet for AI
Alpha release of a new integration approach that translates your existing data and APIs into standardized APIs, MCP, and agent skills for AI.
May 13, 2026
by Kin Lane
· 1,674 Views
article thumbnail
AWS Kiro: The Agentic IDE That Makes Specs the Unit of Work
You describe a feature, and Kiro generates structured requirements.md, design.md, and tasks.md files first, then implements against them.
May 13, 2026
by Jubin Abhishek Soni DZone Core CORE
· 2,590 Views · 2 Likes
article thumbnail
How to Test a PATCH API Request With REST-Assured Java
This tutorial demonstrates how to test PATCH requests using REST Assured in Java for API testing, including examples of partial data updates.
May 13, 2026
by Faisal Khatri DZone Core CORE
· 3,403 Views
article thumbnail
The Cost of Knowing: When Observability Becomes the Outage
Observability costs spiral when teams optimize for visibility, not cost. Fix it by making spend visible, sampling aggressively, and cutting low-value data.
May 13, 2026
by David Iyanu Jonathan
· 1,234 Views
article thumbnail
LLM Integration in Enterprise Applications: A Practical Guide
LLM integration boosts efficiency, automates workflows, and sharpens decisions — but success hinges on strategy, execution, and business alignment.
May 13, 2026
by Lilly Gracia
· 1,765 Views
article thumbnail
Solving the Mystery: Why Java RSS Grows in Docker on M1 Macs
Java apps running in x86-64 Docker containers on ARM64 M1 Macs experience mysterious RSS memory growth due to Rosetta 2 translation cache. The culprit? JIT compilation.
May 12, 2026
by Sumeet Sharma
· 3,468 Views · 1 Like
article thumbnail
Has AI-Generated SQL Impacted Data Quality? We Reviewed 1,000 Incidents
We analyzed 1,000 data pipeline incidents across 500+ environments and found that code-related failures still account for ~10% of all data quality issues.
May 12, 2026
by Lior Gavish
· 2,537 Views
article thumbnail
AI-Driven Integration in Large-Scale Agile Environments
Learn how AI integrates with Agile at scale, improving velocity and insights while requiring human oversight, bias control, and continuous feedback.
May 11, 2026
by Abhijit Roy
· 2,465 Views · 1 Like
article thumbnail
Monitoring Spring Boot Applications with Prometheus and Grafana
Demonstrates how to expose Spring Boot metrics with Prometheus and build Grafana dashboards to track memory usage and error rates for production-grade Java services.
May 11, 2026
by Ramya vani Rayala
· 1,767 Views · 1 Like
article thumbnail
The Serverless Illusion: When “Pay for What You Use” Becomes Expensive
Serverless isn’t inherently cheaper. Hidden costs add up, and at scale it’s often pricier than containers — best for sporadic, not steady workloads.
May 11, 2026
by David Iyanu Jonathan
· 2,105 Views · 1 Like
article thumbnail
How to Secure Secrets in CI/CD Pipelines
CI/CD pipelines are essential, but they carry risks if not designed correctly. This post discusses common security mistakes and shares practices to avoid them.
May 11, 2026
by Sandeep Kumar Khandelwal
· 1,681 Views · 1 Like
article thumbnail
The Only AI Test That Still Humbles Every Machine on Earth
ARC-AGI shows the real gap in AI: humans generalize fast in new situations, while top models still struggle with true adaptive reasoning.
May 8, 2026
by Faisal Feroz
· 3,320 Views · 1 Like
article thumbnail
The Death of "Text-Only" ChatOps: Why Google's A2UI Matters for DevOps and SRE
Google’s A2UI lets AI agents send secure JSON blueprints that render native, interactive UIs, replacing ChatOps text walls with click-to-act ops workflows.
May 8, 2026
by Deneesh Narayanasamy
· 1,843 Views
article thumbnail
Why Your RAG Pipeline Will Fail Without an MCP Server
RAG was supposed to fix hallucinations. Instead, it quietly introduced a new class of production failures nobody warned you about.
May 7, 2026
by Jaswinder Kumar
· 2,174 Views · 1 Like
article thumbnail
Securing CI/CD Pipelines Against Supply Chain Attacks: Why Artifacts and Dependencies Matter More Than Ever
This article explains how placing the right security controls turns CI/CD from an implicit trust engine into a verifiable delivery system.
May 7, 2026
by Ifeoma Eleweke
· 2,298 Views
article thumbnail
Designing Self-Healing AI Infrastructure: The Role of Autonomous Recovery
Distributed AI systems fail faster than humans can respond, making traditional response insufficient. Self-healing systems use telemetry and automation to recover early.
May 7, 2026
by Sayali Patil
· 4,528 Views · 4 Likes
article thumbnail
How to Test PUT API Request Using REST-Assured Java
This tutorial demonstrates how to test PUT requests with REST Assured in Java for API testing, including code examples to update data.
May 7, 2026
by Faisal Khatri DZone Core CORE
· 2,038 Views · 3 Likes
article thumbnail
Reactive Ops to Autonomous Infrastructure: How Agentic AI Is Redefining Modern DevOps
Agentic AI transforms DevOps from reacting to incidents to systems that understand, decide, and act on their own, reducing toil and enabling autonomous infrastructure.
May 7, 2026
by Venkatesan Thirumalai
· 1,519 Views
article thumbnail
The Rise of AI Orchestrators
A reusable multi-agent QA framework where specialist agents debate, a judge decides, and software testing becomes an AI-orchestrated lifecycle.
May 6, 2026
by Oleksandr Kryvchenko
· 3,012 Views · 2 Likes
  • Previous
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • ...
  • Next
  • RSS
  • X
  • Facebook

ABOUT US

  • About DZone
  • Support and feedback
  • Community research

ADVERTISE

  • Advertise with DZone

CONTRIBUTE ON DZONE

  • Article Submission Guidelines
  • Become a Contributor
  • Core Program
  • Visit the Writers' Zone

LEGAL

  • Terms of Service
  • Privacy Policy

CONTACT US

  • 3343 Perimeter Hill Drive
  • Suite 215
  • Nashville, TN 37211
  • [email protected]

Let's be friends:

  • RSS
  • X
  • Facebook
×