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Latest Articles - DZone

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“Just Don’t Put PII in the Prompt” Is a Trap: A Two-Plane Architecture for Safe LLM Apps
Separate Data Plane (sensitive data/actions) from Prompt Plane (sanitized context). Use IDs + summaries so secrets never enter prompts.
January 20, 2026
by Mohan Sankaran
· 1,480 Views · 5 Likes
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Build AI Tools in Go With MCP SDK: Connect AI Apps to Databases
This article provides a hands‑on walkthrough for building MCP servers that integrate AI applications with Azure Cosmos DB.
January 20, 2026
by Abhishek Gupta DZone Core CORE
· 1,748 Views · 1 Like
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Scaling Infrastructure as Code in Enterprise Automation
Tools like Ansible enable modernization but introduce a coding skills gap. This article outlines a pattern to democratize automation using intermediate tooling.
January 19, 2026
by Dippu Kumar Singh
· 1,515 Views
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Top 5 Payment Gateway APIs for Indian SaaS: A Developer’s Analysis
Compare 5 international payment APIs for Indian SaaS. Choose APIs that enable automated FIRC retrieval — and test the sandbox.
January 19, 2026
by Sarang S Babu
· 5,824 Views
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Self-Healing Infrastructure Automation Platform That Reduced MTTR by 40%
How we built a self-healing infrastructure automation platform, enabling faster recovery, lower on-call load, and reliability that scales with the system.
January 19, 2026
by Venkatesan Thirumalai
· 2,962 Views · 1 Like
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Coding Exercise: Database Migration Tool in NodeJS
A practical example of a database schema migration tool written in pure NodeJS. We determine the requirements, design, and implement all components, including tests.
January 19, 2026
by Eduard Dykman
· 2,332 Views · 3 Likes
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Passwordless Authentication: Hype vs. Reality
Unpacking the promise and practical challenges of passwordless authentication in today’s evolving digital security landscape.
January 19, 2026
by Atish Kumar Dash
· 1,692 Views
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Prompt Injection Defense Architecture: Sandboxed Tools, Allowlists, and Typed Calls
Treat tool calls as untrusted. Only allow approved tools per feature, validate typed args, and run tools in a sandbox with least privilege.
January 19, 2026
by Mohan Sankaran
· 2,359 Views · 6 Likes
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DeepSeek’s mHC: Manifold-Constrained Hyper-Connections, Explained for Practical Use
An overview of how DeepSeek’s manifold-constrained hyper-connections (mHC) stabilizes multi-stream residual networks while improving performance at scale.
January 19, 2026
by Praveen Kumar Myakala
· 1,865 Views · 2 Likes
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Stop Debugging Code That Works: Identifying False Failures in Kubernetes
How to tell real Kubernetes deployment failures from false alarms by verifying builds, pods, and image digests instead of trusting platform status.
January 19, 2026
by Janani Annur Thiruvengadam DZone Core CORE
· 3,995 Views · 3 Likes
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Copilot, Code, and CI/CD: Securing AI-Generated Code in DevOps Pipelines
AI coding tools boost speed but weakens security and developer judgment. Here’s how hidden vulnerabilities escape review and what must change before a breach hits.
January 19, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 1,818 Views
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RAG at Scale: The Data Engineering Challenges
The data engineering challenges that go beyond the basic concept of RAG when running RAG systems at scale in production.
January 16, 2026
by Guru Hegde
· 2,920 Views · 1 Like
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IT Asset, Vulnerability, and Patch Management Best Practices
Learn the strategic approach to IT asset management, vulnerability management, patch management, and plan protections before threats strike.
January 16, 2026
by Venkata Subramanya Vedagiri
· 1,666 Views · 3 Likes
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Speeding Up BigQuery Reads in Apache Beam/Dataflow
Export BigQuery query results to GCS and read them in parallel with Beam; it’s dramatically faster and cheaper than reading directly from BigQuery.
January 16, 2026
by Rohit Muthyala
· 1,799 Views · 2 Likes
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From RAG to RAG + RAV: A Practical Pipeline for Factual LLM Responses
RAG reduces hallucinations, RAV verifies each claim, and together they yield far more trustworthy LLM answers with optional corrections for accuracy.
January 16, 2026
by Sai Teja Erukude
· 4,598 Views · 3 Likes
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Micro Frontends in Angular and React: A Deep Technical Guide for Scalable Front-End Architecture
Module Federation, Custom Elements, and orchestrators like Single-SPA enable independently evolving, maintainable applications with a seamless user experience.
January 16, 2026
by Renjith Kathalikkattil Ravindran
· 4,016 Views · 1 Like
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From Chatbot to Agent: Implementing the ReAct Pattern in Python
This article provides a raw Python implementation, moving beyond high-level frameworks to show exactly how the agentic loop works under the hood.
January 16, 2026
by Nikita Kothari
· 3,312 Views · 2 Likes
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Parallel S3 Writes for Massive Sparse DataFrames: How to Maintain Row Order Without Blowing Memory
Learn how to write massive sparse Pandas DataFrames to S3 without OOM errors by using Spark to parallelize index-based chunks while preserving row order.
January 16, 2026
by pooja chhabra
· 1,711 Views · 2 Likes
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Integrating CUDA-Q with Amazon Bedrock AgentCore: A Technical Deep Dive
This integration lets AI agents use GPU-accelerated quantum simulations as tools in their workflows. Learn more in this deep dive.
January 16, 2026
by Rakesh Kumar Pal
· 1,747 Views · 1 Like
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RAG on Android Done Right: Local Vector Cache Plus Cloud Retrieval Architecture
Most mobile RAG fails on latency and flaky networks. A local vector cache + cloud retrieval architecture keeps responses fast, fresh, and grounded.
January 16, 2026
by Mohan Sankaran
· 2,498 Views · 5 Likes
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