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AI Transformation Anti-Patterns (And How to Diagnose Them)
AI initiatives fail for the same reasons Agile transformations did: The majority of failures result from people, culture, and processes, not technology.
February 17, 2026
by Stefan Wolpers DZone Core CORE
· 1,746 Views · 1 Like
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Responding to HTTP Session Expiration on the Frontend via WebSockets
Presents a slightly different use of WebSockets — an action is taken at the front-end level when the HTTP session expires, and the back-end signals it.
February 17, 2026
by Horatiu Dan DZone Core CORE
· 1,769 Views · 4 Likes
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My Learning About Password Hashing After Moving Beyond Bcrypt
I started with bcrypt because it was easy and widely recommended, but I moved to Argon2 once I understood how modern attacks work.
February 16, 2026
by Dhiraj Ray
· 2,196 Views
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Stop Fine-Tuning for Everything: A Decision Tree for RAG vs Tuning vs Tools
Fine-tuning isn’t the first fix; use RAG for knowledge, tools for control, and fine-tune only after you know the real failure.
February 16, 2026
by Sai Teja Erukude
· 2,008 Views
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Building a Self-Correcting GraphRAG Pipeline for Enterprise Observability
Self-correcting GraphRAG uses LangGraph agents to autonomously traverse knowledge graphs and search into a deterministic, multi-hop reasoning system.
February 16, 2026
by Vamshidhar Parupally
· 2,284 Views
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Automating the DFIR Triage Loop With Memory Forensics and LLMs
DFIR-Chain automates forensic triage by combining Volatility, YARA, and LLMs to turn artifacts into coherent incident narratives in minutes, not hours.
February 16, 2026
by Rahul Karne
· 10,138 Views
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Building Intelligent Agents With MCP and LangGraph
MCP is a universal protocol that lets AI agents discover and use tools from any source without custom integration code like USB-C for AI connectivity.
February 16, 2026
by Narendra Lakshmana gowda
· 2,270 Views
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The Death of the CSS Selector: Architecting Resilient, AI-Powered Web Scrapers
Traditional scraping is brittle. Learn to architect self-healing, AI-powered data pipelines using Playwright, AWS Bedrock, and Pydantic for semantic extraction.
February 16, 2026
by Iyanuoluwa Ajao
· 1,304 Views · 1 Like
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AI Agents Demystified: From Language Models to Autonomous Intelligence
Learn what AI agents are, how they act autonomously, their core components, architectures, protocols, and ways to build them effectively.
February 13, 2026
by Padmanabham Venkiteela
· 2,631 Views
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A Guide to Parallax and Scroll-Based Animations
Step-by-step instructions for creating a parallax background effect with CSS only. Accessibility fallback and JS alternatives.
February 13, 2026
by Hanna Labushkina
· 2,517 Views · 1 Like
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How to Build an MCP Server
Learn what Model Context Protocol (MCP) is and isn’t, how MCP clients and servers work, and how to build and test an MCP server locally using Python.
February 13, 2026
by Kumar Abhishek
· 2,313 Views · 3 Likes
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Green AI in Practice: How I Track GPU Hours, Energy, CO₂, and Cost for Every ML Experiment
Practice Green AI by tracking GPU-hours, energy, and cost for every ML run, so you pick models that are not just accurate, but also cheaper, leaner, and greener.
February 13, 2026
by Sai Teja Erukude
· 2,417 Views · 2 Likes
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The Human Bottleneck in DevOps: Automating Knowledge with AIOps and SECI
DevOps pipelines are often automated, yet the operations side remains surprisingly manual. Here’s a framework to reduce toil using AIOps and the SECI model.
February 13, 2026
by Dippu Kumar Singh
· 1,618 Views · 1 Like
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Serverless Is Not Cheaper by Default
A clear-eyed breakdown of serverless costs — why they’re hidden, when they make sense, and how to choose between functions and containers before surprises hit your bill.
February 13, 2026
by David Iyanu Jonathan
· 2,214 Views · 1 Like
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A Developer-Centric Cloud Architecture Framework (DCAF) for Enterprise Platforms
Developer-Centric Cloud Architecture Framework (DCAF) introduces a platform architecture framework that codifies architectural intent through meaningful invariants.
February 12, 2026
by Chandrasekhar Rao Katru
· 2,807 Views · 6 Likes
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Building Trust in LLM-Generated Code Reviews: Adding Deterministic Confidence to GenAI Outputs
LLMs are excellent at generating code reviews, but production systems need more than just recommendations — they need trust.
February 12, 2026
by pooja chhabra
· 1,300 Views
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Golden Paths for AI Workloads - Standardizing Deployment, Observability, and Trust
Golden Paths enable scalable AI by standardizing deployment, observability, drift detection, and governance as built-in platform defaults.
February 12, 2026
by Josephine Eskaline Joyce DZone Core CORE
· 1,784 Views · 2 Likes
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Java Developers: Build Something Awesome with Copilot CLI and Win Big Prizes!
Join the GitHub Copilot CLI Challenge and build something with Copilot right in your terminal for cash prizes and tickets to GitHub Universe.
February 12, 2026
by Bruno Borges
· 2,531 Views
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Bootstrapping a Java File System
Apps self-managing files often implement custom APIs that bring different problems. Java's File System provides a way to self-manage files within standard Java APIs.
February 12, 2026
by Scott Sosna DZone Core CORE
· 2,445 Views · 1 Like
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Jakarta EE 12 M2: Entering the Data Age of Enterprise Java
Jakarta EE 12 aligns repositories, restrictions, queries, ORM, and NoSQL into a unified data model, making domain-centric data access a first-class platform feature.
February 11, 2026
by Otavio Santana DZone Core CORE
· 1,379 Views · 3 Likes
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