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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) Golden prompts turn ad hoc AI prompting into reusable, governed engineering assets for consistent,...becoming part of software development on a daily basis. AI tools are used now for code creation, writing tests,...architecture and design decisions. But most teams…...

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

Beyond Agent-Washing: Engineering Production-Ready AI Agents

1+ week, 4+ day ago   (753+ words) An AI agent is not defined by how intelligently it talks. It's defined by what it's...real time. Before accepting any vendor's "AI agent" claim — including Gravity's — I...the first three is no, you're looking at an AI feature — useful,…...

dzone.com
dzone.com > articles > prompting-ai-for-analytics

Prompting AI for Analytics

1+ week, 1+ day ago   (501+ words) A practical blueprint for cutting AI token costs in analytics — clean up the question before...tight, clear prompt, and only then sends it to the AI. Not a smarter model. A cleanup step in front of...

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) treating as hypothetical became very concrete: if AI can do this, what exactly am I here for? That question...deserves a serious answer — not the dismissive "AI is just a tool" reassurance, and not the catastrophist...Here is where the…...

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

Assume AI Agents Can Delete Production

1+ week, 2+ day ago   (303+ words) AI agents will eventually take a destructive action your stack never planned for. Here are...account for the autonomous and unpredictable nature of AI agents. So enterprises shouldn’t be surprised when...

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

The Reasoning Control Plane

2+ week, 1+ day ago   (1279+ words) the last two years learning how to ground a single AI agent in enterprise data. That was the easy part....

dzone.com
dzone.com > articles > ai-agent-frameworks

A Field Guide to AI Agent Frameworks

3+ day, 2+ hour ago   (731+ words) This piece covers the managed AI teammate apps, the open-source runtimes you host yourself,...

dzone.com
dzone.com > articles > lakebase-ai-agents

Lakebase Branches for AI Agents

5+ day, 1+ hour ago   (722+ words) Databricks Lakebase introduces database branching, giving each agent an isolated workspace to safely experiment, test changes, and merge validated updates. There's an awkward moment in every agentic data project. The agent works. It writes decent SQL, it reasons about schema,…...

dzone.com
dzone.com > articles > control-ai-coding-assistants

What Do You Do When AI Coding Assistants Go to Far?

1+ day, 23+ hour ago   (1399+ words) Coding assistants are evolving beyond autocomplete. Here's how coding agents are changing software development and why human judgment still matters. A few months ago, I saw something that made me rethink what coding assistants are actually capable of. A teammate…...

dzone.com
dzone.com > articles > ai-incident-response-runbook

Building an AI Incident Response Runbook

6+ day, 43+ min ago   (353+ words) AI incidents don't follow the security playbook: no CVE, no patch, and evidence that vanishes...years of postmortems. But when the incident involves AI — a toxic hallucination with real consequences, a...injection lands, the faulty component is obvious. AI systems don't…...

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