Testing, Deployment, and Maintenance Resources

From Noise to Outcome-Driven Observability: An SLO-First Strategy to Deliver Business Value Through Telemetry

Learn how an SLO-first strategy transforms observability from reactive monitoring to proactive, outcome-driven reliability using OpenTelemetry and unified data practices.

November 4, 2025

by Stelios Manioudakis, PhD

CORE

· 13,293 Views · 1 Like

Detecting Supply Chain Attacks in NPM, PyPI, and Docker: Real-World Techniques That Work

Supply chain attacks represent the modern cybersecurity nightmare — attackers compromise the dependencies you trust instead of attacking you directly.

November 3, 2025

by David Iyanu Jonathan

· 4,304 Views · 2 Likes

Building a Resilient Observability Stack in 2025: Practical Steps to Reduce Tool Sprawl With OpenTelemetry, Unified Platforms, and AI-Ready Monitoring

Learn how to cut observability tool sprawl, adopt OpenTelemetry, and build a vendor-neutral, AI-ready observability stack for reliability at scale in 2025.

November 3, 2025

by Marija Naumovska

CORE

· 2,800 Views · 1 Like

What Is Agent Observability? Key Lessons Learned

A foundational guide to the key concepts of agent observability including best practices, metrics, and common challenges.

November 3, 2025

by Lior Gavish

· 2,468 Views · 3 Likes

A Framework for Securing Open-Source Observability at the Edge

Build secure observability solutions for distributed edge environments using open-source telemetry. Achieve zero security incidents and full compliance.

October 31, 2025

by Prakash Velusamy

· 3,289 Views · 1 Like

A Developer’s Experience of Onboarding to a Platform

From manual cloud setups to guided golden paths — my onboarding journey revealed how platforms transform friction into flow.

October 31, 2025

by Josephine Eskaline Joyce

CORE

· 2,502 Views · 5 Likes

Implementing Zero-Downtime Upgrades in an Enterprise Cloud Application

Learn how to achieve zero-downtime upgrades in enterprise SaaS through resilient architecture, CI/CD automation, and multi-region deployment.

October 31, 2025

by Arun Ganapathi

· 2,572 Views · 1 Like

Lessons Learned From Running Disaster Recovery Drills

Disaster recovery drills expose cracks in docs, processes, and people. Automate, observe, iterate because resilience is built, not declared.

October 31, 2025

by Akshay Pratinav

· 2,680 Views · 5 Likes

Building Reactive Microservices With Spring WebFlux on Kubernetes

Spring WebFlux on Kubernetes delivers high-throughput, low-latency I/O with fewer resources using reactive IO, Resilience4j, and metrics-based autoscaling.

October 30, 2025

by Mikhail Povolotskii

· 4,214 Views · 1 Like

Improving Developer Productivity With End-to-End GenAI Enablement

Build an end-to-end developer enablement hub locally with GenAI, automating everything from requirements to deployment to boost productivity and streamline workflows.

October 30, 2025

by Nabin Debnath

· 2,484 Views · 2 Likes

Building a New Testing Mindset for AI-Powered Web Apps

Learn about AI-powered testing strategies to ensure your intelligent systems are reliable, ethical, and aligned with business goals.

October 30, 2025

by Kailash Pathak

CORE

· 2,081 Views · 2 Likes

ZEISS Demonstrates the Power of Scalable Workflows With Ampere® Altra® and SpinKube

ZEISS partnered with Ampere, Fermyon, and Microsoft to cut cloud costs by 60% using SpinKube and WebAssembly for scalable, on-demand workloads.

October 29, 2025

by Scott Fulton III

· 3,377 Views · 3 Likes

A Developer's Practical Guide to Support Vector Machines (SVM) in Python

Learn how to build, tune, and evaluate high-performance SVM models in Python using Scikit-learn with best practices for scaling, pipelines, and ROC-AUC.

October 29, 2025

by Soumya Banerjee

· 2,506 Views · 2 Likes

HSTS Beyond the Basics: Securing AI Infrastructure and Modern Attack Vectors

HTTP Strict Transport Security (HSTS) is a web security policy mechanism that helps protect websites against protocol downgrade attacks and cookie hijacking.

October 29, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,056 Views · 4 Likes

Building Secure Software: Integrating Risk, Compliance, and Trust

Software is the backbone of digital business, but as systems grow more connected, risks multiply. Enterprises need security built into the software itself.

October 28, 2025

by Akash Gupta

· 2,839 Views · 2 Likes

Building Cloud Ecosystems With Autonomous AI Agents: The Future of Scalable Data Solutions

Autonomous AI agents transform cloud ecosystems by automating data workflows, enhancing scalability, governance, and real-time analytics for resilient operations.

October 28, 2025

by Aravind Nuthalapati

CORE

· 10,443 Views · 1 Like

Unlocking Scalable Data Lakes: Building With Apache Iceberg, AWS Glue, and S3

Apache Iceberg + AWS Glue + S3 bring ACID, schema evolution, and time travel to data lakes—fixing schema drift, small files, and cost sprawl at enterprise scale.

October 28, 2025

by Vivek Venkatesan

· 3,257 Views · 1 Like

Understand and Optimize AWS Aurora Global Database

The default settings in AWS Aurora Global may not work for everyone. This article explains various settings and their implications in availability and consistency.

October 28, 2025

by Subhash Kovela

· 1,759 Views · 1 Like

Mastering Fluent Bit: Top Tips Using Telemetry Pipeline Parsers for Developers (Part 8)

This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop using parsers in telemetry pipelines.

October 27, 2025

by Eric D. Schabell

CORE

· 1,306 Views · 2 Likes

Using Schema Registry to Manage Real-Time Data Streams in AI Pipelines

Learn how schema registries ensure data consistency, integrity, and scalability in real-time AI pipelines using Apache Kafka and modern streaming tools.

October 27, 2025

by Gautam Goswami

CORE

· 2,353 Views · 3 Likes

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