Testing, Deployment, and Maintenance Resources

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

· 3,568 Views

Scaling Infrastructure as Code in Enterprise Automation

Tools like Ansible enable modernization but introduce a coding skills gap. This article outlines a pattern to democratize automation using intermediate tooling.

January 19, 2026

by Dippu Kumar Singh

· 1,450 Views

Top 5 Payment Gateway APIs for Indian SaaS: A Developer’s Analysis

Compare 5 international payment APIs for Indian SaaS. Choose APIs that enable automated FIRC retrieval — and test the sandbox.

January 19, 2026

by Sarang S Babu

· 5,576 Views

Self-Healing Infrastructure Automation Platform That Reduced MTTR by 40%

How we built a self-healing infrastructure automation platform, enabling faster recovery, lower on-call load, and reliability that scales with the system.

January 19, 2026

by Venkatesan Thirumalai

· 2,800 Views · 1 Like

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

· 3,879 Views · 3 Likes

Copilot, Code, and CI/CD: Securing AI-Generated Code in DevOps Pipelines

AI coding tools boost speed but weakens security and developer judgment. Here’s how hidden vulnerabilities escape review and what must change before a breach hits.

January 19, 2026

by Igboanugo David Ugochukwu

CORE

· 1,704 Views

Integrating CUDA-Q with Amazon Bedrock AgentCore: A Technical Deep Dive

This integration lets AI agents use GPU-accelerated quantum simulations as tools in their workflows. Learn more in this deep dive.

January 16, 2026

by Rakesh Kumar Pal

· 1,687 Views · 1 Like

DevSecOps for MLOps: Securing the Full Machine Learning Lifecycle

Why ML systems are uniquely vulnerable to security attacks — and how MLSecOps closes the gaps in data, models, and pipelines.

January 15, 2026

by Igboanugo David Ugochukwu

CORE

· 2,156 Views · 2 Likes

Integrating AI-Enhanced Microservices in SAFe 5.0 Framework

Explore how AI serves as a lean portfolio ally to enhance value stream performance, reduce noise, and automate tasks.

January 14, 2026

by Abhijit Roy

· 1,834 Views · 2 Likes

Unit Testing SQL Queries Across Multiple Database Platforms

A practical guide with SQL Testing Library and type-safe contracts using Pydantic models that validate types, constraints.

January 14, 2026

by Gurmeet Saran

· 8,840 Views · 3 Likes

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

· 5,878 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

· 2,963 Views · 1 Like

Supercharge AI Workflows on Azure: Remote MCP Tool Triggers + Your First TypeScript MCP Server

Remote MCP in Azure Functions exposes serverless tools for AI assistants, enabling scalable, cloud-native workflows with Azure services and bindings.

January 13, 2026

by Swapnil Nagar

· 2,208 Views · 1 Like

Pragmatic Paths to On-Device AI on Android with ML Kit

Use ML Kit to add on-device AI (Text/Barcode/OCR, Object & Pose, Translation) with simple Kotlin APIs-fast, offline, private.

January 12, 2026

by Mohan Sankaran

· 2,059 Views · 6 Likes

Mastering Fluent Bit: Developer Guide to Telemetry Pipeline Routing (Part 12)

This intro to mastering Fluent Bit covers telemetry pipeline routing mechanisms, tag-based, conditional, and label-based, with hands-on examples for developers.

January 9, 2026

by Eric D. Schabell

CORE

· 1,666 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

· 3,756 Views · 6 Likes

From Code to Runtime: How AI Is Bridging the SAST–DAST Gap

A practical exploration of how AI connects static code vulnerabilities with their potential runtime exploitability in modern cloud-native applications

January 9, 2026

by Atish Kumar Dash

· 1,811 Views · 1 Like