Testing, Deployment, and Maintenance Resources

Stop Preparing for Audits — Build the Pipeline That Audits Itself

The four-layer stack that ships compliance on every commit cuts audit prep by 80% and turns your next audit into a query.

September 23, 2026

by Rodrigo Martinez Pinto

· 1,649 Views · 3 Likes

How to Build an AI Agent to Generate Selenium WebDriver Tests in Java: A Practical Guide for Test Automation Engineers

A step-by-step guide using OpenAI and Ollama to build an AI agent that generates Selenium Java tests from plain-English scenarios.

September 23, 2026

by Faisal Khatri

CORE

· 2,230 Views · 2 Likes

Kubernetes Operations Playbook: The Essentials for Keeping Scale, Complexity, and Drift Under Control

Kubernetes operations can drift as teams scale. Use this checklist to standardize clusters, releases, observability, access, reliability, and cost.

September 23, 2026

by Abhishek Gupta

CORE

· 3,008 Views · 2 Likes

Your Terraform Monolith Isn't Too Big. It's Tightly Coupled.

Terraform monoliths hurt when one state couples too many resources and owners. Split around ownership boundaries, not size.

September 22, 2026

by Naveen Kalapala

· 2,441 Views · 1 Like

Beyond Token Intelligence: Why AI Code Review Needs Cognitive Architectures

AI is generating code faster than humans can review it. The fix is cognitive architectures that understand not just "what changed" but "why" and whether it's safe.

September 22, 2026

by Sayan Chatterjee

· 2,676 Views · 3 Likes

The Math Behind AI Testing: Why 1,000 Test Cases May Tell You Less Than 100

More AI test cases don't automatically increase confidence. Smart, risk-based statistical sampling provides more reliable AI validation than expanding a test suite.

September 22, 2026

by Rajeshkumar Rajaseakaran Nair

· 2,669 Views · 2 Likes

Using Graph RAG and Specialized Agents to Repair Playwright Tests

Graph RAG and specialized agents diagnose, repair, and validate failing Playwright tests using repository-wide context with modern CI/CD pipelines.

September 22, 2026

by Srinivas Rao Jonnakuti

· 2,074 Views · 2 Likes

When Production Stops Moving: Running Claude Code Across a Distributed Enterprise Integration Team

Learn how Claude Code helps enterprise teams build, troubleshoot, and manage service integrations with MCP, CI/CD, automated reviews, and stronger governance.

September 21, 2026

by Balaji Venkatasubramaniyar

CORE

· 3,335 Views · 2 Likes

When Your Benchmark Leaks the Answer

Bad synthetic data and flawed rules broke model evaluations, but high overall scores hid it. Test by category using realistic, production-style data.

September 18, 2026

by Praveen Kumar Myakala

· 2,444 Views · 1 Like

How to Test Web Accessibility Using Playwright and Axe-Core

Learn how to set up automated accessibility testing using Playwright and Axe-Core. We'll build a reusable fixture, run targeted WCAG scans.

September 18, 2026

by Sidharth Shukla

· 2,351 Views · 1 Like

Understand the Sidecar Pattern by Deploying n8n to AWS Fargate

Learn how to deploy n8n Task Runners as AWS Fargate sidecars for isolated code execution, independent resources, and scalable workflow automation.

September 17, 2026

by Iyanuoluwa Ajao

· 3,308 Views · 2 Likes

The Trinity of Modern Data Architecture: Process Intelligence, Event-Driven Integration, and Trusted Agentic AI

Process intelligence, event-driven integration, and trusted agentic AI must be designed as one converged architecture for real business value.

September 16, 2026

by Kai Wähner

CORE

· 3,135 Views · 1 Like

Why Real-Time Data Pipelines Are Becoming the Foundation of Industrial AI

Real-time data pipelines enable trustworthy industrial AI through continuous context. They ensure the right data reaches the model at the right time.

September 16, 2026

by Ajay Kumar Govindaram

· 3,305 Views · 2 Likes

Architecting Production AI Across Clouds: Patterns That Decide System Survival

In production, enterprise AI rarely fails at the model. It fails in the architecture around it. Here are the cross-cutting patterns that work.

September 16, 2026

by VenkataSrinivas Kantamneni

· 3,413 Views · 2 Likes

Policy-as-Code for AI Systems: Enforcing Governance at the Infrastructure Layer

The compliance policy existed. The model didn't care. Turning AI governance from a signed document into infrastructure gates nothing can bypass

September 16, 2026

by Anusha Mukka

· 3,009 Views · 3 Likes

How I Built a Storage System for My Agent’s Memory

Learn why an agent's memory is more than a chat history and how to build a small, testable storage that agents can use across tasks.

September 14, 2026

by Markus Eisele

· 2,536 Views · 4 Likes

How to Perform Response Verification in REST-Assured Java for API Testing: Part 2

Master REST-Assured response verification in Java with Hamcrest Matchers, JSON assertions, API validations, and real-world examples.

September 11, 2026

by Faisal Khatri

CORE

· 3,174 Views · 4 Likes

Why Continuous Application Security Testing Is No Longer Optional

Point-in-time vulnerability testing is just a snapshot. In today’s threat environment, continuous application security testing shows real security posture.

September 11, 2026

by Jigar Shah

· 2,740 Views · 2 Likes

Replacing JSON With Protobuf in Your Microservice Mesh: A Zero-Downtime Migration Blueprint

JSON hurts at scale. Protobuf cuts payload size by ~72%, reduces CPU overhead, and enforces typed contracts. However, it needs careful schema management.

September 11, 2026

by Bansidhar kadiya

· 4,178 Views · 3 Likes

Improving Repeated Analytics Workloads With Databricks Disk Cache

Databricks disk cache speeds up repeated reads from curated Parquet or Delta tables, but it works best with good table design and partitioning.

September 11, 2026

by Harsh Patel

· 2,579 Views · 1 Like

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