Install
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
- 100%with images
- 357avg words
- science and technology 73
- SOD 70
- CE 64
- BI 8
- SCT 4
- economy business and finance 2
- IT 2
- environment 1
- devops
- software
- coding
- development
- engineering
- inclusive
- community
- software development
- devops journey
- software development lifecycle
- real world projects
- operations teams
- improved system reliability
- game changer
- emphasizes collaboration
- continuous integration
- shared responsibility
- automate infrastructure provisioning
Please confirm you are human
This browser or connection looks automated. Press and continuously hold the control for 3 seconds to enable Google-hosted web results and, when separately allowed, AI-assisted answers.
A successful check enables 100 search requests. Interactive access does not authorize scraping, systematic collection, or reuse of search output.
News
Multi-Agent Systems for Infrastructure Observability
5+ day, 14+ min ago (708+ words) Single AI agents fail during incidents. Four specialized agents — supervisor, telemetry, reasoning, action — handle observability more reliably. Usually it doesn't fail catastrophically. It fails quietly, in ways that are hard to debug. And quiet failures during incident response are the…...
MCP for Enterprise Tasks
1+ week, 2+ day ago (1155+ words) Agentic clients via MCP are a new human interface to old software. They are an appealing choice: they use native language. But it is not always the wise approach. Traditional enterprise UX has two unsatisfying answers: build heavyweight forms that…...
How to Safely Deploy Control-Plane and Data-Plane Changes
4+ day, 14+ min ago (259+ words) synchronized and healthy. Negative waves place infrastructure prerequisites ahead of workloads. A CRD and...
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, secure, high-quality outcomes. AI-assisted software engineering is becoming part of software development on a daily basis. AI tools are used now for code creation, writing tests,…...
Agentic Microservice Testing Strategies
5+ day, 2+ hour ago (1022+ words) among software architects is that existing infrastructure knowledge must be discarded. In reality, agentic...intermediate agent thoughts. Managed primarily at the infrastructure layer using load balancers, API gateways, automated...
Dynamic Tool Selection: A Portable Pattern for Agents Drowning in Tool Schemas
5+ day, 21+ hour ago (696+ words) Past ~20-30 tools, sending every schema every turn hurts cost and accuracy. A lexical scorer plus a registry-search hatch fixes most of it — no embeddings needed. I stumbled onto this pattern while building agents with Deep Agents, watching a tool registry…...
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 trusted to do. Give a language model a chat window, and you have an interface. Give it access to production APIs, identity, business logic,…...
Test Automation for Regulated Surgical Software
1+ week, 4+ day ago (783+ words) sink more than one otherwise capable team. You automate your tests. Good. Your pipeline goes green, everyone...
Enterprise Architecture in the AI Era
1+ week, 4+ day ago (551+ words) business, information, security, application, and infrastructure architecture. They typically integrate with...
Scaling AI Agents on Kubernetes With Agent Substrate
1+ week, 3+ day ago (1567+ words) capacity, managing worker Pods, and enforcing infrastructure policy--and where an agent-specific control...