DevOps and CI/CD Resources

GitOps-Backed Agentic Operator for Kubernetes: Safe Auto-Remediation With LLMs and Policy Guardrails

Create an AI-driven Kubernetes Operator that analyzes failures, generates fixes with LLMs, validates them with OPA, and applies changes safely via GitOps.

November 10, 2025

by Sajal Nigam

· 5,399 Views · 4 Likes

A Beginner's Guide to Docker Compose

Learn how to use Docker Compose to manage multi-container setups. Help overcome the need of running multiple docker-run statements to manage applications.

November 6, 2025

by Akaash Vishal Hazarika

· 5,185 Views · 4 Likes

A Beginner's Guide to Essential Commands to Fix Container Setup Issues

The five essential commands that all developers should know in order to develop and build applications in Docker. This will pinpoint the exact reasons for failure.

November 6, 2025

by Akaash Vishal Hazarika

· 3,745 Views · 4 Likes

Bridging the Divide: Tactical Security Approaches for Vendor Integration in Hybrid Architectures

Learn about real-world hybrid security use cases and learn tactical strategies for securely integrating vendor software in cloud and on-prem environments.

November 5, 2025

by Dipankar Saha

· 2,017 Views · 2 Likes

AI Code Generation: The Productivity Paradox in Software Development

AI boosts coding speed short-term, but long-term gains need human oversight, reuse, and focus on code quality beyond cycle time.

November 5, 2025

by Ammar Husain

CORE

· 3,415 Views · 4 Likes

Unified CI/CD Interface: Strategic DevOps Acceleration

The Unified CI/CD Interface streamlines DevOps migrations and workflow by abstracting tool-specific complexities, enabling rapid adaptation with minimal rework.

November 5, 2025

by Amit Kumar Sinha

· 1,767 Views · 1 Like

How to Integrate Playwright With Azure DevOps for Automated UI Testing

Read an overview of how to set up a Playwright Test automation pipeline with Azure DevOps, self-hosted agents, and HTML/JUnit reports.

November 5, 2025

by Ramana Pochampally

· 3,772 Views

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

CORE

· 14,056 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

· 5,027 Views · 2 Likes

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

· 2,777 Views · 5 Likes

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

· 2,871 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

· 4,921 Views · 1 Like

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

· 3,914 Views · 4 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

· 2,787 Views · 2 Likes

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

· 1,628 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

· 2,551 Views · 3 Likes

Anthropic’s Model Context Protocol (MCP): A Developer’s Guide to Long-Context LLM Integration

Anthropic’s Model Context Protocol (MCP) standardizes how AI applications provide context to LLMs. Learn more about MCP and its practical uses.

October 27, 2025

by Naresh Dulam

· 6,479 Views · 4 Likes

Kubernetes Debugging Recipe: Practical Steps to Diagnose Pods Like a Pro

Adopt step-by-step debugging with kubectl, ephemeral containers, and AI-powered RCA to find root causes faster. Add predictive autoscaling and anomaly detection.

October 24, 2025

by Chandrasekhar Rao Katru

· 5,023 Views · 8 Likes

Evolving Golden Paths: Upgrades Without Disruption

Keep your golden paths evolving — with semantic versioning, automation, and empathy — to drive innovation without breaking developer flow.

October 23, 2025

by Josephine Eskaline Joyce

CORE

· 14,597 Views · 3 Likes

Exploring Best Practices and Modern Trends in CI/CD

CI/CD is a big part of modern software development, like automation, better quality, and faster time-to-market. However, we shouldn't forget security.

October 22, 2025

by Milosz Jesis

· 1,762 Views · 1 Like

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