Latest Articles

Modern Blueprint for Privacy-First AI/ML Systems

Designing ML systems that protect privacy by design through on-device learning, ID-free experimentation, and federated intelligence.

December 12, 2025

by Arun Thomas

· 552 Views · 1 Like

The Tinker and the Tool: Lessons Learned for Using AI in Daily Development

This article explores the necessary philosophical shift and practical workflow adjustments for developers using AI coding assistants. The biggest lesson is that the value of the human engineer has moved entirely to critical thinking and ultimate ownership.

December 12, 2025

by Ioan Tinca

· 624 Views · 1 Like

Taming Gen AI Video: An Architectural Approach to Addressing Identity Drift and Hallucination

Most Gen AI tools treat video as stateless images. Discover how better architectures, identity conditioning, and state-aware pipelines make AI video production reliable.

December 11, 2025

by Andrei Klubnikin

· 2,179 Views · 1 Like

How GPU Power Is Shaping the Next Wave of Generative AI

The next wave of GenAI will be shaped not by model design, but by how effectively organizations secure and scale GPU compute.

December 11, 2025

by Igor Voronin

· 822 Views · 1 Like

Demystifying Agentic Test Automation for QA Teams

Testing is shifting from brittle scripts to autonomous AI agents that explore your app and find edge cases — QA’s new job is strategy, oversight, and amplification.

December 11, 2025

by John Vester

CORE

· 2,301 Views · 2 Likes

A Diagnostic Framework for Investigating Model Performance Degradation in Production

This blueprint for a model performance drift post mortem can help build a resilient data and model ecosystem for reliable model performance in production.

December 11, 2025

by Sayantan Ghosh

· 1,362 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

· 2,234 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

· 5,121 Views · 2 Likes

Mastering Fluent Bit: Top 3 Telemetry Pipeline Filters for Developers (Part 11)

This intro to mastering Fluent Bit covers the top three tips for speeding up the inner development loop using filters in telemetry pipelines.

December 11, 2025

by Eric D. Schabell

CORE

· 1,108 Views · 3 Likes

Scaling QA Processes for Enterprise App Development: A Practical Guide

Building enterprise mobile apps isn’t just about coding fast—it’s about making sure the app works reliably, securely, and at scale.

December 11, 2025

by Arun Goyal

· 1,195 Views · 1 Like

Why Senior Developers Are Actually Less Productive with AI Copilot (And What That Tells Us)

Experienced developers experience productivity drops with AI Copilot because verification overhead exceeds the gains from generation speed. Junior developers gain 35%, seniors lose 12%.

December 11, 2025

by Dinesh Elumalai

CORE

· 3,343 Views · 5 Likes

Securing Cloud Workloads in the Age of AI

5 practical steps to building bulletproof cloud systems in an era of rapidly evolving AI-driven cyber threats and risks.

December 10, 2025

by Atish Kumar Dash

· 1,231 Views · 1 Like

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

· 1,687 Views · 2 Likes

Architecting Intelligence: A Complete LLM-Powered Pipeline for Unstructured Document Analytics

How OCR, LLMs, and vector search work together to deliver reliable insights for analytics, compliance, and decision-making.

December 10, 2025

by Jas Tandon

· 1,680 Views · 4 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

· 1,702 Views · 2 Likes

Building Trusted, Performant, and Scalable Databases: A Practitioner’s Checklist

Modern databases: secure, resilient, and high-performing with zero-trust, optimized queries, and fault-tolerant architecture.

December 10, 2025

by Saurabh Dashora

CORE

· 1,607 Views · 3 Likes

Mastering Fluent Bit: 3 Tips for Telemetry Pipeline Multiline Parsers for Developers (Part 10)

This intro to mastering Fluent Bit covers the top three tips for speeding up the inner development loop using multiline parsers in telemetry pipelines.

December 10, 2025

by Eric D. Schabell

CORE

· 1,000 Views · 5 Likes