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Designing for Empathy: Human-Centered AI Patterns for Real Systems
This is a practical guide for developers to build empathy-aware AI with edge sensing, policy-driven actions, audit trails, and real-world app patterns.
December 30, 2025
by Mallesh Miryala
· 1,102 Views
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The Coming Shift From Bigger AI Models to Smaller, Faster Ones
Smaller, specialized AI models are replacing giant LLMs. Learn why modular workflows deliver faster, cheaper, and more reliable results for enterprise AI.
December 29, 2025
by Chia-fu Kuo
· 1,639 Views
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Manage Knowledge, Not Code
To ship faster and more reliably, teams must treat software development as a knowledge-optimization problem, not a coding problem.
December 29, 2025
by Chris Wardman
· 1,931 Views · 3 Likes
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Small Language Models as Control Planes to Steer Complex Systems
Small language models don't just answer questions; they can act as the "control brain" that routes work across services, tools, and larger models.
December 29, 2025
by Sai Teja Erukude
· 3,841 Views
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Optimizing Java Applications for Arm64 in the Cloud
In the first part of this series, learn how to tune the JVM for cloud workloads, optimize heap sizing, CPU usage, and more for better Java performance.
December 26, 2025
by Dave Neary
· 4,054 Views · 6 Likes
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The Architecture of Prompts: Designing Reliable, Deterministic AI Systems
Prompts are engineered systems with five layers that produce deterministic, production-ready code instead of unreliable AI outputs.
December 26, 2025
by Mohan Sankaran
· 2,988 Views · 9 Likes
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A Principled Framework for Scalable Experimentation and Reliable A/B Testing
Scalable experimentation framework enabling rigorous A/B testing, reliable metrics, and data-driven decisions across engineering teams.
December 25, 2025
by Sayantan Ghosh
· 19,479 Views · 1 Like
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Extracting Clean Excel Tables From PDFs Using Python + Docling
Extract tables from PDFs to fully formatted, analysis-ready Excel files with pdf-tables-to-excel, supporting OCR, complex layouts, and numeric parsing.
December 25, 2025
by Sanjay Krishnegowda
· 3,522 Views
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AI-Driven Schema Evolution and Adaptive Pipelines
AI-driven schema evolution enables self-healing data pipelines that autonomously detect, adapt to, and govern continuous schema changes for reliable enterprise analytics.
December 25, 2025
by Rambabu Bandam
· 2,275 Views · 1 Like
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Autonomous Pipelines: Transforming CI/CD With Full Automation
The future of CI/CD is about moving beyond simple automation to truly intelligent, autonomous systems and code flows that flow seamlessly and safely to production.
December 25, 2025
by Lakshmi Prasad Rongali
· 1,872 Views · 2 Likes
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JavaScript Data Grid Comparison: 8 Popular Options Reviewed
I reviewed eight top JavaScript data grids and compared them by performance, customization, accessibility, cost, integration, and devX.
December 24, 2025
by Marina Chernyuk
· 4,429 Views · 3 Likes
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Expose Any MCP Server as a Web API
Transform your MCP server into an HTTP API anyone can access from anywhere. This guide shows how to wrap your local MCP server with Express.js and tunnel via ngrok.
December 24, 2025
by Vivek Vellaiyappan Surulimuthu
· 1,675 Views · 1 Like
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Blockchain + AI Integration: The Architecture Nobody's Talking About
Blockchain-AI integration demands new architectures: off-chain computation with on-chain verification, solving trust issues in decentralized intelligent systems.
December 23, 2025
by Dinesh Elumalai DZone Core CORE
· 3,228 Views · 2 Likes
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Phantom APIs: The Security Nightmare Hiding in Your AI-Generated Code
Phantom APIs are now emerging through AI-generated code, creating hidden attack surfaces. Learn how they form and how to detect them before attackers do.
December 22, 2025
by Igboanugo David Ugochukwu DZone Core CORE
· 3,021 Views · 3 Likes
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LLMOps Explained: How It Works, Key Benefits, and Best Practices
This article discusses LLMOps, how it works, key benefits, and best practices to streamline large language model operations for efficiency and scalability.
November 26, 2025
by Lilly Gracia
· 1,481 Views · 1 Like
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Fortifying Cloud Security Operations with AI-Driven Threat Detection
Transforming cloud security operations by leveraging predictive and intelligent automation for faster, smarter threat detection and response.
December 19, 2025
by Atish Kumar Dash
· 1,255 Views · 1 Like
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Technology Evolution From Traditional Automation to AI-Driven MCP Servers
AI-driven Multi-Cloud Platform (MCP) servers marks a shift from rigid, rule-based workflows to adaptive, intelligent systems.
December 19, 2025
by Shivi Kashyap
· 2,188 Views · 1 Like
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Looking at the Evolving Landscape of ITSM Through the Lens of AI
Elevating the ITSM Experience with Intelligent Workflows, Predictive Insights, and Autonomous Service Experiences for Smarter IT Operations.
December 18, 2025
by Atish Kumar Dash
· 1,271 Views · 1 Like
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Building AI Agents Using Docker cagent and GitHub Models
This article discusses the power of quickly building AI agents using the Docker cagent framework, along with integrating GitHub Models to avoid vendor lock-in.
December 18, 2025
by Naga Santhosh Reddy Vootukuri DZone Core CORE
· 2,755 Views · 1 Like
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Vision Language Action (VLA) Models Powering Robotics of Tomorrow
Explore VLA models transforming robotics through vision, language, and action. Learn about OpenVLA, GR00T, Pi0, and real-world applications.
December 18, 2025
by Kevin Vu
· 1,162 Views · 1 Like
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