Microservices Resources

Beyond Fuzzy Matching: Engineering a Multi-Signal ML Pipeline for CRM Deduplication

This article explores using blocking, fuzzy matching, geo proximity, and a Random Forest classifier to streamline records.

January 5, 2026

by Punitha Ponnuraj

· 805 Views · 1 Like

Automating Monolith Migration for Resource-Constrained Edge Systems

Automatically transform legacy code into efficient microservices. This approach balances design with hardware limits, ensuring software runs fast on cars and IoT devices.

January 1, 2026

by Dippu Kumar Singh

· 1,096 Views · 2 Likes

Turning Architectural Assumptions into Enforceable Code

This post discusses codifying system constraints as executable code to detect and prevent architectural drift in AI deployments across CI, runtime, and operations.

January 1, 2026

by Anurag Jindal

· 1,515 Views · 1 Like

Optimizing Java Applications for Arm64 in the Cloud

In the first part of this series, learn how to tune the JVM for cloud workloads, optimize heap sizing, CPU usage, and more for better Java performance.

December 26, 2025

by Dave Neary

· 3,826 Views · 6 Likes

The Architecture of Prompts: Designing Reliable, Deterministic AI Systems

Prompts are engineered systems with five layers that produce deterministic, production-ready code instead of unreliable AI outputs.

December 26, 2025

by Mohan Sankaran

· 2,890 Views · 9 Likes

Shift-Left Strategies for Cloud-Native and Serverless Architectures

A practical guide to effectively embedding policy enforcement, identity management, and automated security controls directly into the development pipeline.

December 26, 2025

by Atish Kumar Dash

· 1,903 Views · 1 Like

Bridging the Gap Between Data Lakes and Warehouses

Data lakehouses combine the flexibility of data lakes with the reliability, performance, and governance features of data warehouses.

December 23, 2025

by Venkataram Poosapati

· 1,189 Views · 2 Likes

Cloud Migration of Microservices: Strategy, Risks, and Best Practices

Learn about strategies, best practices, and risks for migrating microservices to the cloud using 6R/7R models, Kubernetes, CI/CD, and DevSecOps.

December 19, 2025

by Olha Krasnozhon

· 2,394 Views · 2 Likes

Kubernetes 101: Understanding the Foundation and Getting Started

Learn when Kubernetes truly solves your problems versus when it adds unnecessary complexity — and get hands-on with both local and production cluster setup.

December 19, 2025

by Muhammad Sarwar

· 3,195 Views · 3 Likes

Building AI Agents Using Docker cagent and GitHub Models

This article discusses the power of quickly building AI agents using the Docker cagent framework, along with integrating GitHub Models to avoid vendor lock-in.

December 18, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 2,647 Views · 1 Like

Post-AGI Architecture: From the Monolithic Myth to the Paradigm of Augmented Collective Intelligence

This article provides a critical analysis of Gartner’s 2025 innovation vectors, separating the conjecture of superintelligence from industrial reality.

December 17, 2025

by Frederic Jacquet

CORE

· 1,567 Views · 1 Like

What Apple’s Native Containers Mean for Docker Users

Run Linux containers natively on macOS 26. Apple’s new runtime removes Docker’s background VM for faster startups, tighter security, and smoother networking.

December 16, 2025

by Sylvain Kalache

· 7,337 Views · 4 Likes

Event-Driven Architecture's Dark Secret: Why 80% of Event Streams Are Wasted Resources

Your Kafka topics are bleeding money. Default retention, universal idempotency checks, and unmanaged DLQs waste 80% of event stream resources without anyone noticing.

December 16, 2025

by Dinesh Elumalai

CORE

· 3,214 Views · 8 Likes

Beyond Containers: Docker-First Mobile Build Pipelines (Android and iOS) — End-to-End from Code to Artifact

Docker handles Android builds end-to-end and iOS pre-build steps, enabling a hybrid CI pipeline. Run all prep inside Docker and use macOS only for final iOS builds.

December 15, 2025

by Swapnil Patil

· 2,071 Views

Secrets in Code: Understanding Secret Detection and Its Blind Spots

Even the best secret scanners miss valid tokens in open-source projects. This research shares data and practical tips for safer API-key design.

December 12, 2025

by Jayson DeLancey

· 2,775 Views · 2 Likes

Synergizing Intelligence and Orchestration: Transforming Cloud Deployments with AI and Kubernetes

Leverage AI’s predictive analytics and automation with Kubernetes autoscaling and self‑healing to transform cloud deployments more efficiently.

December 12, 2025

by Sandeep Batchu

· 1,485 Views · 1 Like

Advanced Docker Security: From Supply Chain Transparency to Network Defense

A practical guide to implementing SBOM generation and multi-tier network security in containerized environments. Includes real-world examples and CI/CD integration.

December 11, 2025

by Shamsher Khan

CORE

· 2,074 Views · 7 Likes

A Guide for Deploying .NET 10 Applications Using Docker's New Workflow

In this guide, learn how to containerize .NET 10 web apps with Docker, using multi-stage builds, docker init, and Compose for consistent, portable deployments.

December 11, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 4,866 Views · 2 Likes

How Migrating to Hardened Container Images Strengthens the Secure Software Development Lifecycle

Standardizing on hardened base images can help to promote SSDLC practices and convert vulnerability management into a predictable, SLA-backed workflow.

December 10, 2025

by Catherine Edelveis

· 1,606 Views · 2 Likes

Breaking Into Architecture: What Engineers Need to Know

A short, thought-provoking take on moving from engineer to architect, and how to grow the skills that support that leap.

December 10, 2025

by Syamanthaka B

· 1,643 Views · 2 Likes

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