Testing, Deployment, and Maintenance Resources

Not Just Crashes: Your Observability Stack for the Mobile App

Improve mobile app reliability with full-stack observability, including ANR tracking, latency monitoring, cold start metrics, and in-app telemetry.

December 1, 2025

by Mohit Agrawal

· 2,264 Views

From Chaos to Clarity: Building a Data Quality Framework That Actually Works

This article offers a practical, step-by-step guide to fix this by defining data quality goals, setting governance standards, adding monitoring, and building trust.

December 1, 2025

by Venkataram Poosapati

· 1,602 Views · 1 Like

Introducing the Testing Vial: a (better?) alternative to Testing Diamond and Testing Pyramid

The Testing Pyramid focuses on Unit Tests; the Testing Diamond focuses on Integration Tests; and what about the Testing Vial?

December 1, 2025

by Davide Bellone

· 783 Views · 1 Like

How To Restore a Deleted Branch In Azure DevOps

Deleted an Azure DevOps branch? Recovery is your responsibility. See how to restore branches and why a proper backup strategy is essential when failure strikes.

November 27, 2025

by Milosz Jesis

· 1,831 Views

Mastering Fluent Bit: Controlling Logs with Fluent Bit on Kubernetes (update to Part 4)

This intro to mastering Fluent Bit covers what Fluent Bit is, why you want to use it on Kubernetes, and how to get back control of your logs in minutes.

November 27, 2025

by Eric D. Schabell

CORE

· 3,217 Views · 2 Likes

AWS Airflow vs Step Functions: The Data Engineering Orchestration Dilemma

When you're building data pipelines in AWS, choosing between Managed Airflow and Step Functions isn't just a technical decision — it's a strategic one.

November 27, 2025

by Janani Annur Thiruvengadam

CORE

· 4,477 Views · 2 Likes

Automating FastAPI Deployments With a GitHub Actions Pipeline

In this post, you’ll learn how to automate FastAPI deployments with GitHub Actions so every push runs tests and triggers a clean, hands-off deployment.

November 27, 2025

by Durojaye Olusegun

· 4,458 Views · 5 Likes

How to Push Docker Images to AWS Elastic Container Repository Using GitHub Actions

Learn how to automate CI/CD with GitHub Actions to build, tag, and push Docker images to AWS ECR, simplifying deployments directly from your repo.

November 26, 2025

by Purnima Upadhyaya

· 4,323 Views

Top 5 Practices for Building Dockerized MCP Servers

Learn the best practices for building MCP Servers and use them to power your LLM-powered applications. Make sure your setup has isolation and is secure.

November 26, 2025

by Mahak Shah

· 5,541 Views

Overview Of Observability As Code

Observability as Code allows teams to prioritize monitoring and telemetry within the software delivery lifecycle. It greatly enhances the reliability of your systems.

November 26, 2025

by sai saripalli

· 1,956 Views

Rethinking the Software Supply Chain for Agents

Today’s CI/CD pipelines aren’t built for AI. To make agentic systems reliable and trustworthy, we must evolve from continuous integration to continuous intelligence.

November 26, 2025

by Shibashis Mishra

· 1,671 Views · 2 Likes

Scaling Identity Governance Without Connectors: The LDAP Directory IGA Integration Pattern

Achieve access governance without direct application connectors by leveraging the existing LDAP integration and groups as entitlement.

November 26, 2025

by Anant Wairagade

· 3,914 Views

LLMOps Under the Hood: Docker Practices for Large Language Model Deployment

LLMs need GPUs, libraries, and stable setups, which makes them hard to run. Docker simplifies this by packaging everything into portable containers.

November 26, 2025

by Pragya Keshap

· 3,413 Views

Vector Databases in Action: Building a RAG Pipeline for Code Search and Documentation

Build a semantic code search that understands meaning, not keywords, with AST parsing, embeddings, hybrid search, and LLM-powered documentation generation.

November 25, 2025

by Dinesh Elumalai

CORE

· 5,675 Views · 1 Like

Integrating Lakeflow Connect With PostgreSQL: A Developer’s Complete Hands-On Guide From the Field

Traditional ingestion required custom ETL jobs that were costly to scale and maintain for PostgreSQL. To eliminate that overhead, I wired Lakeflow Connect for PostgreSQL.

November 25, 2025

by Jyoti Kunal Shah

· 8,203 Views

How to Test POST Requests With REST Assured Java for API Testing: Part I

Test POST requests with REST Assured for API testing with this step-by-step guide for software test automation engineers, designed to build reliable API tests.

November 25, 2025

by Faisal Khatri

CORE

· 4,266 Views

Dark Deployments and Feature Flags: 2025's DevOps Superpower

The successful DevOps team's secret? Dark deployments and feature flags, two deceptively simple concepts that have quietly revolutionized how smart teams ship software.

November 25, 2025

by Gideon Ali

· 1,643 Views · 2 Likes