Latest Articles

The rise of powerful LLMs is creating a new API economy where natural language replaces structured code as the primary interface.

September 24, 2025

by Rachit Jain

· 3,797 Views · 2 Likes

Key Principles of API-First Development for SaaS

In this article, I’d like to share my experience and best practices for API-first development in SaaS, highlighting five key aspects you should consider.

September 24, 2025

by Mykhailo Kopyl

· 2,983 Views · 1 Like

Using TanStack Query for Scalable React Applications

With built-in caching, retries, and background refetching, TanStack Query takes the pain out of CRUD operations in large-scale React applications.

September 24, 2025

by Poornakumar Rasiraju

· 3,516 Views

Resilient Data Pipelines in GCP: Handling Failures and Latency in Distributed Systems

Learn resilience strategies for Google Cloud data pipelines. Balance latency, reliability, and recovery with Pub/Sub, Dataflow, BigQuery, and SRE practices.

September 24, 2025

by Balakrishna Aitha

· 2,014 Views · 2 Likes

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

· 2,696 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

· 1,924 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

· 4,449 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

· 23,061 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

· 7,992 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

· 2,338 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

· 2,844 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

· 2,436 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

· 1,609 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

· 1,967 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

· 1,855 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

· 1,001 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

· 5,212 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

· 4,969 Views · 7 Likes