Microservices Resources

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

· 5,590 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

· 2,288 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

· 2,167 Views

“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

· 1,116 Views · 5 Likes

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

CORE

· 3,752 Views · 3 Likes

Taming Reinforcement Learning Chaos: An MLOps Architecture for Experiment Management

Reinforcement learning is powerful, but managing thousands of iterations is a nightmare. Here is a practical architecture for building a lightweight experiment system.

January 15, 2026

by Dippu Kumar Singh

· 1,288 Views · 1 Like

Real-Time Recommendation AI Architecture: Streaming Events and On-Device Ranking

This Android recommendation architecture streams events to the backend and uses on-device ranking to deliver fast, resilient, privacy-aware recommendations.

January 15, 2026

by Mohan Sankaran

· 1,133 Views · 6 Likes

Why Browsers Are the Weakest Link in Zero Trust Architectures

Why Zero Trust architectures fail when browsers are left unsecured — and how to make the browser a strong security control point

January 14, 2026

by Atish Kumar Dash

· 1,142 Views · 1 Like

Architecting a Production-Ready GenAI Service Desk

Building a GenAI chatbot for IT support is easy. Building one that actually solves tickets is hard. Here is a blueprint to boost resolution rates using GenAI.

January 13, 2026

by Dippu Kumar Singh

· 1,555 Views

Architecting Observability in Kubernetes with OpenTelemetry and Fluent Bit

Microservices solve scalability problems but introduce troubleshooting nightmares. Here is a practical architectural pattern to unify logs, metrics, and traces.

January 13, 2026

by Dippu Kumar Singh

· 5,512 Views · 1 Like

The Timeless Architecture: Enterprise Integration Patterns That Exceed Technology Trends

There are five core integration patterns that have proven to be long-lasting over the years and continue to shape up modern architectures.

January 13, 2026

by Anant Wairagade

· 2,764 Views · 1 Like

The Night We Split the Brain: A Telling of Control & Data Planes for Cloud Microservices

Split control and data planes with versioned snapshots and four contracts — routing, policy, limits, release — for safer rollouts and reliably boring systems.

January 12, 2026

by Bharath Kumar Reddy Janumpally

· 8,296 Views · 2 Likes

How to Build and Deploy an AI Agent on Kubernetes With AWS Bedrock, FastAPI and Helm

Learn how to build, containerize, and deploy a lightweight, cloud-native AI agent on Amazon EKS using FastAPI, AWS Bedrock, Docker, and Helm.

January 9, 2026

by Chandrasekhar Rao Katru

· 3,534 Views · 6 Likes

When Services Think for Themselves: Traditional Orchestration vs. Agentic AI Microservices

Why traditional orchestration falls short and how agentic AI enables predictive, autonomous microservices for modern cloud-native architectures.

January 8, 2026

by Atish Kumar Dash

· 2,439 Views · 1 Like

Telemetry-Driven AI Architecture: Closing the Loop from UX to Models

Most Android AI features fail after launch because they don’t learn from real users — this architecture logs predictions and user outcomes.

January 8, 2026

by Mohan Sankaran

· 2,851 Views · 5 Likes

Enterprise Kubernetes Failures: 20 Critical Misconfigurations Guardon Catches Before Outages

Kubernetes Misconfigurations Are Costing Enterprises Millions — Guardon Fixes More Than Just the “Top 20” YAML Mistakes.

January 8, 2026

by Sajal Nigam

· 2,197 Views · 2 Likes

Managing Changing Hardware/Peripherals in a Robust Point of Sale System

This analysis discusses my thoughts on implementing a secure, scalable architecture to manage changing peripherals through programming to interface.

January 8, 2026

by Vaibhav Rastogi

· 1,574 Views

Implementing Idempotency in Distributed Spring Boot Applications Using MySQL

Implementing idempotency in distributed Spring Boot applications using MySQL row-level locking and transactions to handle concurrent requests safely.

January 7, 2026

by Balakumaran Sugumar

· 5,131 Views · 7 Likes

A Practical Guide to Semantic Caching With Redis LangCache

Learn how to use Redis LangCache to semantically cache LLM prompts and responses, reducing inference costs and improving performance.

January 6, 2026

by Subhashini Raman

· 2,878 Views · 2 Likes

Securing Verifiable Credentials With DPoP: A Spring Boot Implementation

DPoP binds access tokens to a client's key so even if intercepted, they can't be misused. It's mandatory for EUDI/HAIP 1.0 and supported since Spring Boot 3.5.

January 5, 2026

by Kyriakos Mandalas

CORE

· 3,956 Views · 4 Likes

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