Tools Resources

Optimizing Docker Container Logging: Strategies for Scalability and Performance

Let's explore the significance of various logging types and their impact on selecting optimal solutions for scalable containerized applications.

August 27, 2025

by Muthukumar Kubendran

· 3,339 Views · 2 Likes

Seamless Storage: Configuring Kubernetes PVC for Windows Shared Folders With SMB

Step-by-step guide to connect Kubernetes PVCs to Windows shared folders using SMB. Use csi-driver-smb to integrate legacy storage with scalable container apps.

August 27, 2025

by Thiago Loureiro

· 3,334 Views · 2 Likes

Benchmarking Storage Performance (Latency, Throughput) Using Python

Benchmarking AWS S3 with Python reveals latency and throughput differences across storage classes, helping you balance speed, cost, and reliability.

August 26, 2025

by Arjun Mullick

· 6,639 Views · 2 Likes

A Comparative Analysis of GitHub Copilot and Copilot Agent: Architectures, Capabilities, and Impact in Software Development

Explore how GitHub Copilot and Copilot Agent enhance software development—from smart code completion to autonomous project-wide refactoring and testing.

August 26, 2025

by Devdas Gupta

· 14,995 Views · 6 Likes

Zero-Latency Data Analytics for Modern PostgreSQL Applications

Learn in this article how to set up Amazon RDS for PostgreSQL zero-ETL integration with Amazon Redshift for near-real-time analytics using the AWS CLI.

August 26, 2025

by Harpreet Kaur Chawla

· 2,925 Views · 2 Likes

Building a 3D WebXR Game with WASI Cycles: Integrating WasmEdge, Wasmtime, and Wasmer to Invoke MongoDB, Kafka, and Oracle

Develop Fullstack WASM and WASI using all the most popular frameworks, databases, frontends, etc., from top to bottom, including source code

August 25, 2025

by Paul Parkinson

· 2,688 Views · 4 Likes

Orchestrating Complex Workflows With XState

Using XState to orchestrate backend workflows with serverless and container-based approaches and drawing performance comparisons.

August 25, 2025

by Abhiram Kandiraju

· 4,612 Views · 2 Likes

Real-Time Model Inference With Apache Kafka and Flink for Predictive AI and GenAI

Learn how data streaming with Kafka and Flink enhances AI/ML model inference, enabling low-latency, scalable predictions in real-time business use cases.

August 22, 2025

by Kai Wähner

CORE

· 1,867 Views · 2 Likes

Securing Cloud Applications: Best Practices for Developers

Securing cloud applications requires IAM, encryption, API security, monitoring, DevSecOps, Zero Trust, compliance, and proactive threat detection.

August 21, 2025

by Bhanuprakash Madupati

· 53,954 Views · 9 Likes

MCP Client-Server Integration With Semantic Kernel

Learn to integrate Semantic Kernel with Azure OpenAI and MCP to discover tools, register them as functions, and enable AI agents to invoke them dynamically.

August 20, 2025

by Anup Rao

· 5,605 Views · 3 Likes

Containerized Intelligence: Running LLMs at Scale Using Docker and Kubernetes

Deploy powerful LLMs easily using Docker and Kubernetes. Scale with GPUs, fine-tune models, and automate inference workloads effortlessly.

August 20, 2025

by Anjan Kumar Ayyadapu

· 12,010 Views · 5 Likes

What We Learned Migrating to a Pub/Sub Architecture: Real-World Case Studies from High-Traffic Systems

Kafka-powered migration of an e-commerce platform—focused on scalability, fault tolerance, and clean event-driven design.

August 19, 2025

by Ravi Teja Thutari

CORE

· 8,608 Views · 4 Likes

Expert Techniques to Trim Your Docker Images and Speed Up Build Times

Use -slim base images, multi-stage builds, smart layer caching, and chained RUN commands to build lean, fast, and production-ready Docker images.

August 18, 2025

by Chirag Agrawal

· 4,657 Views · 5 Likes

Logging MCP Protocol When Using stdio, Part II

Learn different ways to log the MCP JSON protocol over stdio, with an intro to MCP and a deep dive into its key components and their nuances.

August 18, 2025

by Raghuraman Ramaswamy

CORE

· 3,480 Views · 5 Likes

Logging MCP Protocol When Using stdio, Part I

Learn different ways to log the MCP JSON protocol over stdio, with an intro to MCP and a deep dive into its key components and their nuances.

August 18, 2025

by Raghuraman Ramaswamy

CORE

· 3,733 Views · 6 Likes

How to Architect a Compliant Cloud for Healthcare Clients (Azure Edition)

We share how we built a secure, compliant cloud on Azure for healthcare clients using native services like RBAC, CMK encryption, and policy enforcement.

August 15, 2025

by Kishore Thota

· 3,545 Views · 3 Likes

Virtualized Containers vs. Bare Metal: The Winner Is…

With the performance of VMs rapidly increasing, is weighing the benefits of containers running on VMs versus bare metal as straightforward as it used to be?

August 15, 2025

by Chris Ward

CORE

· 5,133 Views · 7 Likes

Amazon EMRFS vs HDFS: Which One Is Right for Your Big Data Needs?

Unlock the potential of your data strategy. Discover how EMRFS and HDFS can optimize big data processing on Amazon EMR. Make an informed choice for success.

August 15, 2025

by Satrajit Basu

CORE

· 3,150 Views · 2 Likes

Data Pipeline Architectures: Lessons from Implementing Real-Time Analytics

Real-time pipelines sound great — until you're buried in Kafka ops, broken joins, and silent delays. Here's what actually works, and when simpler tools win.

August 15, 2025

by Chandan Shukla

· 2,502 Views · 2 Likes

How to Successfully Program an AI

Discover how to program an AI with practical tips on tools, data preparation, model training, and ethical deployment. Ideal for all skill levels.

August 14, 2025

by Fredson Santana

· 2,543 Views · 2 Likes

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