Microservices Resources

Secure Multi-Tenant GPU-as-a-Service on Kubernetes: Architecture, Isolation, and Reliability at Scale

GPU-as-a-Service makes it easier to share accelerators, but it also raises concerns about isolation and security. This introduces a secure Kubernetes architecture.

February 10, 2026

by Harvendra Singh

· 2,146 Views

An AI-Driven Architecture for Autonomous Network Operations (NetOps)

NetOps teams often face a skills gap when troubleshooting complex infrastructure. This article presents an automation pattern for an AI co-pilot for incident response.

February 9, 2026

by Dippu Kumar Singh

· 2,009 Views

Understanding AI Agent Types:Guide to 8 Modern AI Architectures

A guide to eight AI agent types with implementations, real-world use cases, and selection framework. Learn about LCM, HRM, LAM, SLM, VLM, LRM, MOE, and GPT architectures.

February 6, 2026

by Ram Ghadiyaram

CORE

· 3,823 Views · 1 Like

The Self-Healing Directory: Architecting AI-Driven Security for Active Directory

Active Directory is the heartbeat of the enterprise, and a favorite target of attackers. Here is an architectural pattern for AI-driven anomaly detection and remediation.

February 6, 2026

by Dippu Kumar Singh

· 1,302 Views

Architecting Immutable Data Integrity with Amazon QLDB and Blockchain

Hashing detects tampering, but it doesn't prevent it. Here is an architectural pattern for securing business-critical files using Amazon QLDB and the Symbol Blockchain.

February 5, 2026

by Dippu Kumar Singh

· 1,272 Views

AI RAG Architectures: Comprehensive Definitions and Real-World Examples

Learn the three production-proven Modern RAG architectures Basic, Agentic, and Multi-Agent RAG and how to choose the right one based on cost, complexity, and scale.

February 5, 2026

by Ram Ghadiyaram

CORE

· 3,145 Views · 1 Like

AI-Powered Spring Boot Concurrency: Virtual Threads in Practice

AI does not handle threads; it handles decisions. This article looks into how AI can help set safe concurrency limits for Spring Boot virtual threads.

February 3, 2026

by Lavi Kumar

· 2,533 Views · 1 Like

Reliable AI Agent Architecture for Mobile: Timeouts, Retries, and Idempotent Tool Calls

Ship reliable mobile agents: timeout everything, retry by error class, persist steps across restarts, and require idempotency keys for write tools.

January 29, 2026

by Mohan Sankaran

· 2,391 Views · 6 Likes

From Monolith to Modular Monolith: A Smarter Alternative to Microservices

Microservices introduce distributed-systems complexity most teams underestimate: failures, coordination drag, observability sprawl, and ballooning costs.

January 28, 2026

by David Iyanu Jonathan

· 3,440 Views · 3 Likes

Cost-Aware GenAI Architecture: Caching, Model Routing, and Token Budgets That Don’t Explode

Keep GenAI cheap and fast: cache aggressively, route models by confidence, cap tokens and tools, compress context, and monitor cost per successful outcome.

January 27, 2026

by Mohan Sankaran

· 3,369 Views · 5 Likes

Edge-First AI Architecture: Designing Low-Latency, Offline-Capable Intelligence

Most Android AI features stall on flaky networks; an edge-first architecture runs key models on-device, with cloud used only as an optional upgrade.

January 27, 2026

by Mohan Sankaran

· 3,063 Views · 5 Likes

The Anatomy of an AI Agent and How to Build One With Docker Cagent

AI Agents perceive, reason, plan, and act autonomously using LLMs. This article breaks down the core components that power every agent and shows you how to build one.

January 26, 2026

by Siri Varma Vegiraju

CORE

· 2,487 Views · 1 Like

Secure AI Architecture for Payments: From Risk Signals to Real-Time Decisions

Secure AI architecture for Android payments that turns device, behavior, and transaction signals into real-time approve-or-challenge decisions.

January 23, 2026

by Mohan Sankaran

· 2,331 Views · 7 Likes

Docker Runtime Escape: Why Mounting docker.sock Is Worse Than Running Privileged Containers

Tested mounting docker.sock in a container. Five minutes later: full host root access, all secrets stolen, backdoors installed. Here's how.

January 23, 2026

by Shamsher Khan

CORE

· 2,020 Views · 2 Likes

Design and Implementation of Cloud-Native Microservice Architectures for Scalable Insurance Analytics Platforms

How cloud-native microservices transform insurance analytics by enabling scalability, real-time processing, and seamless modernization of legacy platforms.

January 23, 2026

by Afroz Mohammad

· 2,209 Views · 1 Like

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

· 1,836 Views

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

· 1,895 Views · 5 Likes

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

· 6,907 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

· 2,808 Views · 2 Likes

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

· 2,684 Views

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