Latest Articles

Why I Ditched Redis for Cloudflare Durable Objects in My Rate Limiter

Replaced Redis rate limiter with Cloudflare Durable Objects, achieving 5ms response times (vs 150ms), 70% cost savings, and global edge performance at 500+ req/sec.

September 24, 2025

by horus he

· 2,588 Views

Shipping Responsible AI Without Slowing Down

Add robustness, monitoring, alignment, and systemic safety into the normal delivery pipeline using plain-language objectives and policy-as-code SLOs.

September 24, 2025

by Sarvenaz Ranjbar

· 1,902 Views · 4 Likes

Top 7 Mistakes When Testing JavaFX Applications

Testing JavaFX programs may seem non-trivial at first. This article describes the most common mistakes when testing desktop apps, their causes, and solutions.

September 24, 2025

by Catherine Edelveis

· 4,342 Views · 1 Like

LLMs at the Edge: Decentralized Power and Control

Deploying LLMs at the edge decentralizes intelligence, enhances privacy, reduces latency, increases autonomy, and empowers local control.

September 23, 2025

by Bhanuprakash Madupati

· 23,027 Views · 4 Likes

Running AI/ML on Kubernetes: From Prototype to Production — Use MLflow, KServe, and vLLM on Kubernetes to Ship Models With Confidence

Run scalable, reliable AI/ML inference on Kubernetes with MLflow, KServe, and AutoML, and explore deployment, orchestration, and performance at scale.

September 23, 2025

by Boris Zaikin

CORE

· 7,841 Views · 3 Likes

From Requirements to Results: Anchoring Agile With Traceability

Learn how to balance Agile’s efficiency with traceability by linking requirements, stories, code, and tests, connecting every feature back to business goals.

September 23, 2025

by Jialun Sun

· 2,306 Views · 3 Likes

AI Readiness: Why Cloud Infrastructure Will Decide Who Wins the Next Wave

Most cloud teams aren’t AI ready: Only 51% of infra is automated, and there are major governance gaps and rising costs. Infra maturity (not GPUs) will decide who thrives.

September 23, 2025

by Aharon Twizer

· 2,821 Views · 1 Like

Model Evaluation Metrics Explained

Model metrics like Precision, Recall, F1, and ROC-AUC matter more than Accuracy-each aligns differently with real-world risks and business impact.

September 23, 2025

by Kacper Michalik

· 2,359 Views · 2 Likes

Mastering Fluent Bit: Top 3 Telemetry Pipeline Output Plugins for Developers (Part 7)

This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop using output plugins in telemetry pipelines.

September 23, 2025

by Eric D. Schabell

CORE

· 1,582 Views · 4 Likes

Testing Automation Antipatterns: When Good Practices Become Your Worst Enemy

This article provides a look at common test automation antipatterns, why they seem useful at first, and how they create long-term problems if not addressed.

September 23, 2025

by Francisco Moreno

CORE

· 1,923 Views · 1 Like

Why the Principle of Least Privilege Is Critical for Non-Human Identities

Overprivileged non-human identities expose enterprises to massive risk. Enforcing least privilege with automation and visibility is critical for security.

September 23, 2025

by Dwayne McDaniel

· 1,841 Views · 3 Likes

Scaling ML Experiments: The High-Throughput Playbook

Learn why A/B testing is vital for product decisions and how overlapping experiments boost speed, reduce bias, and scale learning across teams.

September 23, 2025

by Arun Thomas

· 985 Views · 1 Like

Top 5 RAD Platforms for Developers

A plain-spoken review of five Java-friendly RAD platforms. I cover CRUD speed, extensibility, security, deployment, support, lock-in, and pricing.

September 23, 2025

by Amir Shelli

· 5,045 Views · 4 Likes

AI Infrastructure for Agents and LLMs: Options, Tools, and Optimization

This article explores the diverse infrastructure options and tools that are available for deploying and optimizing AI agents and large language models (LLMs).

September 22, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,788 Views · 7 Likes

Isolation Level for MongoDB Multi-Document Transactions (Strong Consistency)

MongoDB’s multi-document transactions are ACID-compliant with Snapshot Isolation to prevent anomalies. MongoDB guarantees DBMS-like consistency.

September 22, 2025

by Franck Pachot

· 3,593 Views · 3 Likes

How to Build Secure Knowledge Base Integrations for AI Agents

Learn how to build secure AI knowledge base integrations that protect data, enforce permissions, and power trusted enterprise agents.

September 22, 2025

by Gil Feig

· 3,373 Views · 2 Likes

Integrating AI Into Test Automation Frameworks With the ChatGPT API

Learn how integrating AI can generate realistic data for an automation framework, detect log anomalies, and enhance the reliability of CI/CD runs.

September 22, 2025

by Serhii Romanov

· 4,284 Views · 7 Likes

Spring REST API Client Flavors: From RestTemplate to RestClient

Client-server synchronous communication via REST, focusing on the client while presenting two distinct implementations with RestTemplate and RestClient.

September 22, 2025

by Horatiu Dan

CORE

· 3,536 Views · 5 Likes

Stop Reactive Network Troubleshooting: Monitor These 5 Metrics to Prevent Downtime

The difference between reactive and proactive monitoring comes down to tracking the right network metrics and catching issues before they impact users.

September 22, 2025

by Sascha Neumeier

· 3,012 Views · 2 Likes

Azure IOT Cloud-to-Device Communication Methods

Learning and choosing the correct cloud-to-device communication method to send a message to the device using the Azure IoT Hub to build an effective IoT system.

September 22, 2025

by Anup Rao

· 2,965 Views

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