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How Tool-Call Observability Enables You to Support Reliable and Secure AI Agents
Observability is key for performance and data security. Here's how to build the essential components into your AI agent infrastructure
November 10, 2025
by Gil Feig
· 2,133 Views · 2 Likes
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GitOps-Backed Agentic Operator for Kubernetes: Safe Auto-Remediation With LLMs and Policy Guardrails
Create an AI-driven Kubernetes Operator that analyzes failures, generates fixes with LLMs, validates them with OPA, and applies changes safely via GitOps.
November 10, 2025
by Sajal Nigam
· 4,882 Views · 4 Likes
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AI-Driven Generative Design: Automating Architectural Layouts
AI-driven generative design automates architectural layouts using optimization and machine learning, enabling faster, smarter, and data-driven design solutions.
November 10, 2025
by Gurcharan Singh
· 1,877 Views
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Beyond Dashboards: How Autonomous AI Agents Are Redefining Enterprise Analytics
Agentic AI is fundamentally changing how organizations extract insights from data and make strategic decisions, moving from reactive reporting to autonomous intelligence.
November 7, 2025
by Mohan Krishna Mannava
· 2,071 Views · 2 Likes
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Prompt Engineering vs Context Engineering
Use prompt engineering for experimentation; use context engineering for production systems requiring accuracy and consistency
November 7, 2025
by Vineet Bhatkoti
· 3,226 Views · 3 Likes
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Production-Grade React Project Structure: From Setup to Scale
Learn the best React folder structures — from simple to feature-based — to boost scalability, teamwork, and maintainable code organization.
November 7, 2025
by Karthik Jeyapal
· 5,712 Views · 2 Likes
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Laravel + Next.js Integration Guide (Real-World Setup, 2025)
This guide walks through a production setup where a Laravel 12 backend powers a Next.js 15 frontend with cookie-based auth via Laravel Sanctum.
November 7, 2025
by Jeff Tomas
· 4,736 Views
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The JVM Pause That Wasn't: A War Story
A high-throughput Java service was stalling. The culprit? Stop-the-World GC pauses were blocked by synchronous log writes to a busy disk.
November 6, 2025
by Nataraj Mocherla
· 3,629 Views · 11 Likes
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Build a LangGraph Multi-Agent System in 20 Minutes With LaunchDarkly AI Configs
Use LangGraph workflows that get their intelligence from RAG search, enhanced with MCP tools for live external data, and LaunchDarkly AI Configs—all without code changes.
November 5, 2025
by Scarlett Attensil
· 2,220 Views · 6 Likes
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JPlus: A Modern Java Superset Language
JPlus is a modern Java superset that introduces null-safety and boilerplate code-generation syntax while preserving Java compatibility.
November 5, 2025
by Cheol Jeon
· 3,235 Views · 2 Likes
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AI Code Generation: The Productivity Paradox in Software Development
AI boosts coding speed short-term, but long-term gains need human oversight, reuse, and focus on code quality beyond cycle time.
November 5, 2025
by Ammar Husain DZone Core CORE
· 2,981 Views · 4 Likes
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The Tech Landscape of 2026: What Developers Need to Learn Now
This guide outlines the emerging themes and skills you need to succeed for designing and securing intelligent systems heading into 2026.
November 5, 2025
by Kailash Pati Dutta
· 7,086 Views · 20 Likes
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AI-Assisted Software Engineering With OOPS, SOLID Principles, and Documentation
Top-down defines the "what"; bottom-up builds the "how." OOP and SOLID enable flexible, reusable design. AI helps, but only with a clear structure and context.
November 5, 2025
by Narendran Solai Sridharan
· 2,932 Views · 1 Like
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Series (4/4): Toward a Shared Language Between Humans and Machines — Humans as Co-Creators: Ethics, Strategy, and the Future of a Shared Language
The focus is on the ethical, cultural, and strategic choices necessary to guide AI as a partner, ensuring we preserve human uniqueness while collaborating.
November 4, 2025
by Frederic Jacquet DZone Core CORE
· 1,456 Views · 3 Likes
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Agentic AI Using Apache Kafka as Event Broker With the Agent2Agent Protocol (A2A) and MCP
Agentic AI becomes scalable and production-ready when powered by Apache Kafka with MCP and A2A for real-time, decoupled agent communication.
November 4, 2025
by Kai Wähner DZone Core CORE
· 2,299 Views · 7 Likes
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Top Takeaways From Devoxx Belgium 2025
In October 2025, Devoxx Belgium showcased its 22nd edition, emphasizing Java and AI advancements. Sessions covered were AI workflows, architecture decisions, and more.
November 4, 2025
by Gunter Rotsaert DZone Core CORE
· 1,606 Views · 3 Likes
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AIOps to Agentic AIOps: Building Trustworthy Symbiotic Workflows With Human-in-the-Loop LLMs
Build secure, human-in-the-loop AIOps workflows using agentic AI for smart alert triage, context summarization, and automated, safe incident resolution.
November 4, 2025
by Pratik Prakash DZone Core CORE
· 3,136 Views
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Building a Resilient Observability Stack in 2025: Practical Steps to Reduce Tool Sprawl With OpenTelemetry, Unified Platforms, and AI-Ready Monitoring
Learn how to cut observability tool sprawl, adopt OpenTelemetry, and build a vendor-neutral, AI-ready observability stack for reliability at scale in 2025.
November 3, 2025
by Marija Naumovska DZone Core CORE
· 2,908 Views · 1 Like
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What Is Agent Observability? Key Lessons Learned
A foundational guide to the key concepts of agent observability including best practices, metrics, and common challenges.
November 3, 2025
by Lior Gavish
· 2,492 Views · 3 Likes
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Navigating the Cyber Frontier: AI and ML's Role in Shaping Tomorrow's Threat Defense
AI and ML are transforming cybersecurity with adaptive defenses, predictive analysis, and automation, shaping a smarter, more resilient digital future.
November 3, 2025
by Geethamanikanta Jakka
· 1,322 Views · 2 Likes
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