Latest Articles

Why Semantic Layers Matter in Analytics: A Deep Dive into RAG Design

Analytics assistants/chatbots should trust the semantic layer — not documents. Retrieve metric definitions, run governed SQL, and attach an audit bundle to every KPI.

January 22, 2026

by Anusha Kovi

CORE

· 1,597 Views · 1 Like

Data Engineering: Strategies for Data Retrieval on Multi-Dimensional Data

A comparative look at partitioning, indexing, clustering, and ordering techniques to match retrieval strategies with real-world query needs.

January 22, 2026

by Avi Yehuda

· 1,419 Views

MCP Isn't Just Convenience; It's a Security Problem and a Governance Opportunity

MCP makes LLM tool access easy and turns it into a bigger security surface. Treat it like infrastructure: least privilege, tight tool scope, and strong audit logs.

January 22, 2026

by Sai Teja Erukude

· 3,909 Views

Refactoring a Legacy React Monolith With Autonomous Coding Agents

A step-by-step guide to building multi-agent AI workflows with LangGraph that can analyze, plan, code, test, and review the refactoring of a legacy React monolith.

January 22, 2026

by Rajiv Gadda

· 2,434 Views

The Future of Data Streaming with Apache Flink for Agentic AI

Flink and Kafka enable real-time agentic AI by streaming fresh data and model context via the MCP standard for intelligent actions at scale.

January 21, 2026

by Kai Wähner

CORE

· 2,280 Views

An Automated Inventory Pattern for Managing AWS EC2

Here is a practical automation pattern using Python, Boto3, and Pandas to visualize your AWS EC2 inventory without expensive SaaS tools.

January 21, 2026

by Dippu Kumar Singh

· 1,969 Views

Where AI Fits and Fails in Workday Integrations

AI enhances Workday integrations by improving mapping, testing, and monitoring, but it fails when used without human oversight, domain expertise, and strong governance.

January 21, 2026

by Suresh Kurapati

· 2,764 Views · 1 Like

RAG Architectures AI Builders Should Understand

Learn how retrieval, filtering, generation, and operations work together to deliver current, private, and verifiable answers instead of fluent guesses.

January 21, 2026

by Damil Shahzad

· 3,484 Views

The No-Buffering Strategy: Streaming Search Results

Streaming search delivers fast results immediately while slower ones load, dramatically improving perceived user speed and responsiveness.

January 21, 2026

by VIVEK KATARYA

· 2,081 Views

MERGE and Liquid Clustering: Common Performance Issues

A practical look at common pitfalls and performance challenges when using MERGE operations on liquid-clustered Delta tables, and how to avoid them.

January 21, 2026

by Avi Yehuda

· 1,788 Views

Why High-Availability Java Systems Fail Quietly Before They Fail Loudly

High-availability Java systems usually fail gradually. Early warning signs appear across correlated JVM metrics long before outages, but static alerts miss them.

January 21, 2026

by Krishna Kandi

· 2,667 Views · 2 Likes

Multimodal AI Architecture: Unifying Vision, Text, and Sensor Intelligence

Most Android AI features stay single-modal; this architecture fuses vision, text, and sensor inputs to deliver smarter, context-aware, privacy-conscious experiences.

January 21, 2026

by Mohan Sankaran

· 1,818 Views · 5 Likes

AI-Driven Autonomous CI/CD for Risk-Aware DevOps

AI-driven autonomous CI/CD pipelines enable risk-aware DevOps by predicting failures, reducing downtime, improving reliability, and lowering cognitive load for SREs.

January 21, 2026

by Oreoluwa Omoike

· 1,351 Views

Automating Traceability with Generative AI

Here is an architectural pattern to automate traceability checks by combining batch configuration extraction with Generative AI validation.

January 20, 2026

by Dippu Kumar Singh

· 2,133 Views

Enterprise LLM Architecture Patterns, From RAG to Agentic Systems

A practical guide to 11 proven LLM architecture patterns, with real-world examples for building scalable, trustworthy, production-ready AI systems.

January 20, 2026

by Ram Ghadiyaram

CORE

· 6,601 Views · 6 Likes

Docker Hardened Images for Container Security

Docker Hardened Images (DHI) let Docker handle base image security, so your team can focus on building features instead of chasing vulnerabilities.

January 20, 2026

by Siri Varma Vegiraju

CORE

· 2,683 Views · 2 Likes

The Messaging Challenges No One Talks About in Regulated, Air-Gapped, and Hybrid Environments

For platform engineering, today's solutions fall short, creating a gap between operational security requirements and modernization goals.

January 20, 2026

by Alvin Lee

CORE

· 1,868 Views

Why High Performance Storage is Important for AI Cloud Build

Learn the technology and architecture behind building AI Cloud and why high performance storage is important. Explore the latest benchmarks and understand the market.

January 20, 2026

by Anjul Sahu

· 2,048 Views

A Step-by-Step Guide to AWS Lambda Durable Functions

Build long-running workflows by separating orchestration from execution, persisting state, and using events or callbacks to pause and resume without holding compute.

January 20, 2026

by Lakshmi Narayana Rasalay

· 3,720 Views

Caching Issues With the Spring Expression Language

Spring Expression Language is a flexible way to evaluate expressions at runtime. However, in the context of caching, this flexibility can lead to errors.

January 20, 2026

by Constantin Kwiatkowski

· 2,577 Views

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