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DZone.com is one of the world's largest online communities and leading publisher of knowledge resources for software engineering professionals. Every day, thousands of developers come to DZone.com to read about the latest technology trends and learn about new technologies, methodologies, and best practices through shar

  • 76articles · 30d
  • 1+ day agolatest article
  • Aug 26, 2026earliest in window
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dzone.com
dzone.com > articles > understanding-golden-prompts

Turning AI Prompting into an Engineering Practice

1+ week, 4+ day ago   (1563+ words) turn ad hoc AI prompting into reusable, governed engineering assets for consistent, secure, high-quality outcomes. AI-assisted software engineering is becoming part of software development on...results can be very different even for the same engineering task. Consider a simple code-review…...

dzone.com
dzone.com > articles > ai-native-data-engineer

What It Actually Means to Be an AI-Native Data Engineer

1+ week, 5+ day ago   (1125+ words) work that once defined the day-to-day of data engineering — writing transformations, building pipeline...small gap. It represents most of what makes data engineering genuinely hard. This is not a criticism of AI...

dzone.com
dzone.com > articles > why-production-ai-projects-stall

Why AI Projects Stall Between Concept and Production

2+ week, 2+ day ago   (1262+ words) is where product and operations teams can help engineering teams avoid late-stage rework. Before building...

dzone.com
dzone.com > articles > performance-engineering-bottlenecks

How Performance Engineers Fix Hidden System Bottlenecks

6+ day, 1+ hour ago   (1579+ words) Situations like this are not unusual in performance engineering. Turning hours into minutes is exactly the kind...quickly, this type of work becomes part of everyday engineering practice. In simple terms, a performance engineer...It is important to note that…...

dzone.com
dzone.com > articles > production-ready-ai-agents

Beyond Agent-Washing: Engineering Production-Ready AI Agents

1+ week, 4+ day ago   (753+ words) of how capable its model is. Here's the engineering claim underneath the marketing claim, and it's...

dzone.com
dzone.com > articles > dora-metrics-ci-pipeline-data

When DORA Metrics Lie: Rethinking CI Pipeline Data

5+ day, 23+ hour ago   (803+ words) it is validating. In a significant number of engineering organizations, this assumption is not holding....

dzone.com
dzone.com > articles > ai-hallucinations-quality-engineering-problem

Why AI Hallucinations Are a Quality Engineering Problem

4+ day, 21+ hour ago   (1117+ words) deployments, is that nobody knows. Traditional quality engineering was built to answer a different question. Did...is actually true. This is the gap that quality engineering needs to close. Not by waiting for AI vendors...if it were completely reliable. From…...

dzone.com
dzone.com > articles > reasoning-control-plane

The Reasoning Control Plane

2+ week, 1+ day ago   (1279+ words) Multi-agent systems lack a governance layer for reasoning. The Reasoning Control Plane addresses this with shared context, A2A access controls, observability, guardrails. We have spent the last two years learning how to ground a single AI agent in enterprise data. That…...

dzone.com
dzone.com > articles > exploration-vs-exploitation

Exploration vs. Exploitation

6+ day, 26+ min ago   (801+ words) Learn how engineering teams can balance exploration and exploitation to drive innovation while...often struggle because they try to apply the same engineering standards to both modes. If everything is treated...

dzone.com
dzone.com > articles > bottleneck-of-scaling

The Bottleneck of Scaling

1+ week, 2+ day ago   (544+ words) Learn how modern languages help developers take care of behind-the-scenes file descriptor management, kernel memory management, and heap management. Any input/output operation, be it accessing a file, handling an HTTP request, or a database connection, is based on 3 fundamental…...

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