Latest Articles

Beyond Fail-Safe: Designing Fail-Operational State Machines for Physical AI

When encountering a fault, physical AI cannot return error codes or reset. It must be fail-operational to safely degrade functionality and maintain physical control.

April 16, 2026

by Nishant Bhanot

· 2,826 Views · 1 Like

How To Build A White-label AI Chatbot: Here's the Complete Process

Steps to build a fully white-label AI chatbot using RAG-based conversational AI, STT/TTS, and a low-code JavaScript widget.

April 16, 2026

by Alexander Samuel

· 2,667 Views

Seeing the Whole System: Why OpenTelemetry Is Ending the Era of Fragmented Visibility

By a technology correspondent who has sat through enough war rooms to know that the data you need is almost always in a system nobody thought to connect.

April 16, 2026

by Igboanugo David Ugochukwu

CORE

· 4,395 Views

Stop Burning Money on AI Inference: A Cloud-Agnostic Guide to Serverless Cost Optimization

Most teams waste money on AI inference. Five cloud-agnostic tactics—model routing, prompt trimming, response caching, smart batching, GPU offloading—can cut costs 40‑80%.

April 16, 2026

by Rajesh Kumar Pandey

· 2,662 Views · 1 Like

SBOM in Practice: Embedding Compliance Into the Software Delivery Lifecycle

Software Bill of Materials (SBOMs) are no longer optional — embedding them in the SDLC creates real security, compliance, and operational advantage.

April 16, 2026

by Vineet Bhatkoti

· 2,787 Views

The Architecture Tax: What Nobody Tells You About Deploying LLMs in Production

This article is by a technology correspondent who has seen too many AI pilots fail in staging — and too few engineers ask why.

April 16, 2026

by Igboanugo David Ugochukwu

CORE

· 2,987 Views

Optimizing Java Back-End Performance Profiling and Best Practices

Java performance profiling helps identify bottlenecks and apply best practices to improve backend speed, efficiency, and scalability.

April 16, 2026

by Ramya vani Rayala

· 3,046 Views · 1 Like

Code Security Remediation: What 50,000 Repositories Reveal About PR Scanning

An analysis of 50,000+ repositories shows PR-detected vulnerabilities get fixed 9x faster. Here's what the data says about when and where you catch security issues.

April 15, 2026

by Braden Riggs

· 3,215 Views · 2 Likes

When Kubernetes Breaks Session Consistency: Using Cosmos DB and Redis Together

Cosmos DB stores durable state; Redis acts as a coordination layer, enabling predictable, stateless scaling without sticky sessions, strong consistency, or high costs.

April 15, 2026

by Vikas Mittal

· 2,542 Views

How to Reliably Implement Post-Commit Actions in Spring

In this article, you will learn how to reliably implement post-commit actions in Spring Boot using a dedicated annotation, ensuring consistent behavior.

April 15, 2026

by Mario Casari

· 2,637 Views

Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration

Explore how NotebookLM and Gemini 1.5 Pro revolutionize research through source grounding, long context windows, and content pipelines.

April 15, 2026

by Jubin Abhishek Soni

CORE

· 2,662 Views

The Platform or the Pile: How GitOps and Developer Platforms Are Settling the Infrastructure Debt Reckoning

By a technology correspondent who has spent the better part of a decade watching engineering teams drown in YAML they wrote themselves.

April 15, 2026

by Igboanugo David Ugochukwu

CORE

· 3,253 Views

Microsoft Fabric AI Functions: A Practical Overview for Data Engineers

The article reviews and compares AI capabilities in Microsoft Fabric's Spark Notebooks, focusing on accuracy and performance.

April 15, 2026

by Iurii Iurchenko

· 2,732 Views · 1 Like

Runtime FinOps: Making Cloud Cost Observable

Treat cloud cost as a real-time system metric tied to deployments. With tagging, CI/CD estimates, and alerts to service owners, teams can catch spend spikes early.

April 15, 2026

by David Iyanu Jonathan

· 2,771 Views

Mastering Gemma 4

Master Gemma 4 with this deep dive into its architecture, distillation training, and Python implementation for production AI workflows.

April 15, 2026

by Jubin Abhishek Soni

CORE

· 3,195 Views

AI-Driven DevOps for SaaS: From Reactive to Predictive Pipelines

LLMs automate risk analysis, config generation, and incident response boosting speed, reliability, and developer efficiency.

April 15, 2026

by Suresh Kurapati

· 2,722 Views

NeMo Agent Toolkit With Docker Model Runner

Agent observability is often missing in the rush to build AI agents. NeMo adds observability to AI agents, helping trace, evaluate, and debug multi-agent workflows.

April 15, 2026

by Siri Varma Vegiraju

CORE

· 2,630 Views