Microservices Resources

Building Fault-Tolerant Spring Boot Microservices With Kafka and AWS

Build fault-tolerant Spring Boot microservices with Kafka using retries, DLTs, idempotency, and AWS Lambda for scalable, resilient event processing.

March 19, 2026

by Mallikharjuna Manepalli

· 3,504 Views

Java Microservices (SCS) vs. Spring Modulith

This article examines both architectures, highlighting their strengths, weaknesses, trade-offs, and guidance on when each is most appropriate.

March 18, 2026

by Sven Loesekann

· 5,432 Views · 3 Likes

Zero-Cost AI with Java

Create a zero-cost AI application quickly using Ollama and Java with Spring AI — with no extra costs and full compatibility with other LLMs like OpenAI.

March 18, 2026

by Fernando Boaglio

· 4,537 Views · 5 Likes

Fast Data Access Part 2: From Manual Hacks to Modern Stacks

Rebuild a legacy risk pipeline with GemFire, Spark, and Spring Boot. Sub-2ms alerts, ACID upserts, real-time dashboards, and a one-command demo.

March 18, 2026

by Viquar Khan

· 4,853 Views

How Multimodal AI Is Reshaping Kubernetes Workflows: Future-Proofing Your Platform

Kubernetes is becoming the backbone of multimodal AI — combining GPUs, smart schedulers, and model-serving tools to run text, image, etc., cost-effectively.

March 16, 2026

by Vamshidhar Parupally

· 3,540 Views

AWS EventBridge as Your System's Nervous System: The Architecture Nobody Talks About

EventBridge handles our 4M daily events. When Stripe changed APIs, we spent $1,200 and 4 days instead of $180K and 6 weeks.

March 11, 2026

by Dinesh Elumalai

CORE

· 6,392 Views · 1 Like

Retries Are a Denial-of-Wallet Attack Waiting to Happen

How uncontrolled retries can crash systems and inflate costs — and how jitter, circuit breakers, and idempotency prevent self-inflicted failures.

March 9, 2026

by David Iyanu Jonathan

· 2,135 Views · 1 Like

Hands-On With Kubernetes 1.35

Tested K8s 1.35's four key features on Azure VM: zero-downtime pod resizing, gang scheduling, structured auth, and node capabilities. All scripts and configs on GitHub.

March 6, 2026

by Shamsher Khan

CORE

· 3,013 Views · 1 Like

Best OpenLens Alternatives for Kubernetes Visibility in 2025

OpenLens is a solid Kubernetes IDE, but as environments scale, teams need alternatives with better multi-cluster visibility and governance.

March 5, 2026

by Ankush Madaan

· 1,990 Views

A Transaction-Grade Performance Blueprint for Spring Boot FinTech Microservices (Tracing, Histograms, and Kubernetes)

A practical guide for improving FinTech microservice latency and reliability on Kubernetes using OpenTelemetry tracing, Prometheus metrics, and SLOs.

March 4, 2026

by Sibasis Padhi

· 2,834 Views · 1 Like

Implementing Decentralized Data Architecture on Google BigQuery: From Data Mesh to AI Excellence

Traditional centralized data lakes don’t scale for AI. A Data Mesh not only decentralizes data ownership by domain but also enforces federated governance.

March 3, 2026

by Jubin Abhishek Soni

CORE

· 2,646 Views · 1 Like

Cost Is a Distributed Systems Bug

Cloud systems scale — but unchecked, they can bankrupt you. Measure, automate, and optimize costs to keep your infrastructure resilient and your budget intact.

March 2, 2026

by David Iyanu Jonathan

· 1,957 Views

Kubernetes for DevOps Engineers: Mastering Modern Patterns

Kubernetes v1.35 marks a turning point: cgroups v1 is deprecated, Ingress-NGINX is retiring, and Gateway API becomes the ingress standard.

March 2, 2026

by Parthiban Rajasekaran

· 1,128 Views · 1 Like

Agentic AI: An Architecture Blueprint for Intelligent Clients

Agentic AI turns Android apps into intelligent clients that understand user goals, plan multi-step tasks, and call tools safely.

March 2, 2026

by Mohan Sankaran

· 1,114 Views · 2 Likes

Big Cloud Still Runs Most Containers on VMs; What Does that Mean for the Rest of Us?

While many developers run containers on bare metal in development, in production, it's almost all VMs. What does this mean for the broader cloud landscape?

February 27, 2026

by Chris Ward

CORE

· 1,651 Views

A Unified Framework for SRE to Troubleshoot Database Connectivity in Kubernetes Cloud Applications

Troubleshoot Kubernetes database connectivity using a layered diagnostic framework and achieve rapid root-cause identification and production stability.

February 25, 2026

by Prakash Velusamy

· 2,978 Views

Cagent: Dockers newest low code Agentic Platform

Docker’s cagent is a new open-source, low-code/ YAML-centric AI agent builder and runtime. Instead of writing code, you describe agents and cagent runs them.

February 25, 2026

by Siri Varma Vegiraju

CORE

· 1,600 Views

Swagger UI in a BFF World: Making Swagger UI Work Natively With BFF Architectures

This article introduces a Swagger UI plugin that integrates natively with BFFs using the Swagger UI extension mechanism.

February 24, 2026

by Raghuraman Ramaswamy

CORE

· 1,895 Views · 2 Likes

Amazon Q Developer for AI Infrastructure: Architecting Automated ML Pipelines

Master Amazon Q Developer for ML infrastructure. Automate SageMaker pipelines, optimize GPU resources, and accelerate AI development cycles.

February 20, 2026

by Jubin Abhishek Soni

CORE

· 1,667 Views · 1 Like

Why End-to-End Testing Fails in Microservice Architectures

End-to-end testing fails in microservices due to non-determinism, complex environments, slow feedback, and unclear ownership, making tests flaky and unreliable.

February 20, 2026

by Alok Kumar

· 2,458 Views

The Latest Microservices Topics