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DZone Team Management Zone

Recent posts in Team Management on DZone.com

How to Diagnose and Recover Stuck Temporal Workflows

A Temporal Workflow that appears stuck is rarely “stuck” in the conventional process sense. Temporal persists Workflow state through Event History ...
Posted on 27 August 2026 | 5:00 pm

Orchestrating CNN Training and Inference Workflows With Temporal

Convolutional neural network workloads rarely fail because the forward pass is mathematically difficult. They fail because modern training and infe...
Posted on 27 August 2026 | 3:00 pm

Multi-Agent Software Engineering: Can AI Teams Build Production Systems?

Large language models have evolved from simple chat interfaces into autonomous systems capable of planning, reasoning, and interacting with externa...
Posted on 19 August 2026 | 12:00 pm

From raw manifests to self-service Kubernetes apps: creating enterprise-ready open platforms

Sponsored By: NutanixThe following is sponsored content. It may not reflect the views of our editorial staff. Th...
Posted on 14 August 2026 | 4:27 pm

AI Assist vs AI Complete: The Real Gap in Most AI Workflows Today

A few weeks ago, I participated in a 24-hour AI hackathon where we built a product using AI. Necessary tools were provided, a large number of engin...
Posted on 13 August 2026 | 3:00 pm

Building Internal Developer Platforms as Products: A Practical Guide for IDP Architects

Why Most Platforms Fail to Become Products Many companies are heavily investing in internal developer platforms (IDPs) with the expectation that th...
Posted on 7 August 2026 | 12:00 pm

How I Built a Star Wars Grogu Product Research Agent With Codex, Lark, and SerpApi

Cross-border e-commerce sellers often spend hours comparing the same products across different Amazon marketplaces. Prices, reviews, and seller sig...
Posted on 29 July 2026 | 4:24 pm

Scaling Teams, Scaling Systems: Unlocking Developer Productivity With Platform Engineering

Modern software delivery is complex. Developers are responsible not only for writing code that meets business requirements — both functional and no...
Posted on 14 July 2026 | 3:00 pm

AI-Augmented React Development: How I Rebuilt My Workflow Without Losing Control of the Code

Every React developer reaches a point where the sheer volume of boilerplate starts to slow them down. Prop drilling, repetitive hook patterns, comp...
Posted on 1 July 2026 | 2:00 pm

A Practical Guide to Temporal Workflow Design Patterns

Long-running, distributed business processes often require careful coordination, state management, and fault handling. Temporal offers a code-first...
Posted on 18 June 2026 | 7:00 pm

WebSocket Debugging Without a Proxy — A Browser-First Workflow

WebSocket debugging is one of those things that sounds simple until you actually have to do it. The connection looks fine in DevTools, but messages...
Posted on 17 June 2026 | 1:00 pm

Cutting Data Pipeline Costs and Data Freshness Issues With Netflix Maestro and Apache Iceberg: A Practical Tutorial

Analytics pipelines tend to scale in both cost and the age of their data sources: costs increase with data volume growth, while data freshness decr...
Posted on 16 June 2026 | 4:00 pm

Workflows vs AI Agents vs Multi-Agent Systems: A Practical Guide for Developers

When I first started building AI applications, I kept hearing the same words everywhere: workflows, agents, and multi-agent systems. At first, they...
Posted on 15 June 2026 | 7:00 pm

A Deep Dive into Tracing Agentic Workflows (Part 2)

Part 1 dived into what to trace in an agentic system and why. How the traditional tracing and metrics, such as latency, scale, cost, uptime, and th...
Posted on 10 June 2026 | 1:00 pm

Orchestrating Zero-Downtime Deployments With Temporal

Zero-downtime deployment is often described as a rollout strategy, but in production, it is more accurately a coordination problem. Traffic must re...
Posted on 10 June 2026 | 12:00 pm

Observability for Agents and Workflows: Tracing Prompts, Tool Calls, and Business Outcomes End-to-End

AI agents have come a long way. They aren’t just answering simple questions, but they’re handling order checks, summarizing support tickets, updati...
Posted on 5 June 2026 | 3:30 pm

Identity in Action

Switching from one single sign-on (SSO) vendor to another is a complex process that involves more than just changing technologies. This is a high-s...
Posted on 3 June 2026 | 6:00 pm

Getting Started With Agentic Workflows in Java and Quarkus

This post walks through building and running a real-world agentic workflow with Agentican and Quarkus. Specifically, an agentic workflow to automat...
Posted on 3 June 2026 | 5:00 pm

Building a DevOps-Ready Internal Developer Platform: A Hands-On Guide to Golden Paths, Self-Service, and Automated Delivery Pipelines

Editor’s Note: The following is an article written for and published in DZone’s 2026 Trend Report, Platform Engineering and DevOps: How Internal Pl...
Posted on 28 May 2026 | 2:30 pm

Feature Flag Debt: Performance Impact in Enterprise Applications

Feature flags have become standard practice in enterprise applications, enabling teams to release code into production environments without exposin...
Posted on 27 May 2026 | 5:00 pm