Testing, Deployment, and Maintenance Resources

Designing Retry-Resilient Fare Pipelines With Idempotent Event Handling

Design retry-safe fare pipelines with idempotent event handling to ensure consistency across failures, retries, and duplications.

July 23, 2025

by Ravi Teja Thutari

CORE

· 3,081 Views · 2 Likes

More Than Just Buttons: A Frontend Engineer's Exploration of Accessibility Frameworks

Architect Accessibility from Day 0, focus/live-region utilities, keyboard-friendly components, axe-core CI tests, and a "mouse-free" review culture.

July 22, 2025

by Mohit Menghnani

CORE

· 1,558 Views · 2 Likes

Implementing Least Privilege in AWS IAM: Principles, Practices, and Automation

Applying least privilege in AWS IAM helps reduce risk, improve compliance, and secure environments by granting only necessary permissions to users and services.

July 22, 2025

by Ishwar Bansal

· 3,737 Views · 2 Likes

Debugging Distributed Flight Search: What Logs Alone Won’t Tell You

Logs aren’t enough. Learn how tracing, metrics, and correlation IDs help debug fare mismatches in distributed flight search systems.

July 22, 2025

by Ravi Teja Thutari

CORE

· 2,001 Views · 3 Likes

How to Create Loki Alerts via PrometheusRule Resource

Enable PrometheusRule alerts for Loki logs with Grafana Alloy — even with Helm. Get unified, declarative alerting for logs and metrics in Kubernetes.

July 22, 2025

by Alexander Sharov

· 3,508 Views · 1 Like

6 Ways AI-Enhanced Phishing Can Hijack Developer Workflows (and What to Do About It)

Phishing has evolved into a major supply chain security threat, targeting software developers with attacks on development tools and workflows.

July 21, 2025

by Philip Piletic

CORE

· 2,959 Views · 3 Likes

Software Supply Chain Security Regulations From a DevSecOps Perspective

This article examines how new regulations demand automated SBOMs and DevSecOps automation to secure software supply chains and ensure compliance.

July 21, 2025

by Apostolos Giannakidis

CORE

· 2,918 Views · 1 Like

Designing and Operating Single-Tenant Architectures at Scale

This article covers deployment patterns, automation via CI/CD, centralized observability, and best practices to scale single-tenant dedicated environments efficiently.

July 21, 2025

by Avik Bose

· 2,142 Views · 1 Like

ArchUnit, Unit Testing The Architecture

ArchUnit will help you whenever the compiler will not make it, especially in enforcing a package structure or architecture.

July 21, 2025

by Bartłomiej Żyliński

CORE

· 1,616 Views · 1 Like

Log Spikes? No Sweat: How Top DevOps Teams Tame Bursty Workloads

Be ready for log storms: scale smart, ingest everything, and stay clear when traffic surges hit.

July 21, 2025

by Alvin Lee

CORE

· 1,743 Views · 1 Like

How to Expose IBM FS Cloud Container App to Public

This white paper provides a solution faced by the IBM Cloud Financial Services Cloud users when exposing application to public network.

July 18, 2025

by Pari Biswas

· 3,613 Views · 1 Like

How We Built a Smarter University Chatbot Using LLaMA2, AWS SageMaker, and RAG

We built a multilingual university chatbot using LLaMA2, SageMaker, LangChain, and Milvus with RAG for real-time answers scalable to domains like healthcare and HR.

July 18, 2025

by Kishore Thota

· 4,036 Views · 1 Like

The Hidden World of Exit Codes: Tiny Integers With Big Meanings

Unix utilities and CLIs often exit with a range of exit codes, what do they mean and why do they matter? This article dives deep into each.

July 18, 2025

by Sriram Madapusi Vasudevan

· 3,335 Views

Implementing Event-Driven Systems With AWS Lambda and DynamoDB Streams

Learn how to build a real-time, event-driven system using AWS Lambda and DynamoDB Streams to process data changes automatically without polling or extra infra.

July 18, 2025

by Akash Verma

· 3,498 Views · 2 Likes

Terraform vs Pulumi vs SST: A Tradeoffs Analysis

Confused about which IaC tool to pick? This guide compares Terraform, Pulumi, and SST to help you choose based on project goals, team skills, and cloud needs.

July 17, 2025

by Gautier BLANDIN

· 4,204 Views