Latest Articles

The Phantom Write Problem: Why Your Idempotency Implementation Is Silently Losing Data

A practical explanation of why idempotent APIs still produce phantom writes in production, and a race-free, transactional pattern to prevent them.

March 24, 2026

by Saumya Tyagi

· 4,584 Views · 2 Likes

Understanding SHORTUSR/USRFIELDS in AUTHINFO to Meet 12-Character Identity Limits for MQ on Windows

Learn why IBM MQ on Windows hits a 12-character LDAP SHORTUSR limit and how to configure a different attribute for longer user IDs to work correctly.

March 24, 2026

by Ram Kasivisvanathan

· 1,149 Views

Imprisoning the Panic

Following the Cloudflare downtime in November 2025, the article compares how different programming languages handle unexpected errors and process termination.

March 24, 2026

by Eduard Dykman

· 1,293 Views

Building an Agentic AIOps Pipeline With IBM Storage Insights, n8n, and Elastic

Build an automated human-in-the-loop AIOps pipeline using n8n, Elastic, and AI to filter IBM Storage Insights alerts to reduce alert fatigue.

March 24, 2026

by Randhir Singh

· 1,213 Views

Beyond Reactive HPA: Designing a Predictive Autoscaler with KEDA and Time-Series Forecasting

Eliminate HPA scaling lag by wiring time-series forecasting (Prophet) into KEDA to provision pod capacity before traffic spikes hit.

March 23, 2026

by Nabin Debnath

· 2,536 Views · 1 Like

Why Supply Chain Planning Still Breaks Even with Advanced Forecasting Tools

Supply chain planning fails because tools cannot compensate for poor data quality, execution gaps, and misaligned decision-making structures.

March 23, 2026

by Harpalsinh Vala

· 1,405 Views

From 13,000 to 20,000+ Endpoints: Architecting Forensics for the Remote Workforce

Scale enterprise forensics by abandoning full-disk images in favor of automated, surgical artifact collection via EDR and cloud storage.

March 23, 2026

by Rahul Karne

· 10,029 Views

Why AI Agents Are the New Backbone of Software Quality

Agentic AI is turning QA from scripted execution into autonomous, risk-driven orchestration. Faster releases, smarter testing, but still guided by humans.

March 23, 2026

by Pavel Novik

· 1,760 Views

Shrink a Bloated Git Repository and Optimize Pack Files

This article walks you through why Git repos grow, how to find and remove hidden large files, and how to optimize pack files to get your repo back into shape.

March 23, 2026

by Shivi Kashyap

· 3,180 Views

Securing the Software Supply Chain in the Age of AI Agent Swarms

As AI agents accelerate software delivery, teams need automated trust controls, signed provenance, and runtime enforcement to keep releases fast and verifiable.

March 23, 2026

by Niranjan Kumar Sharma

· 1,305 Views

Getting Started With Qwen Code for Coding Tasks

In this article, learn about Qwen Code, a terminal-based AI coding assistant optimized for Qwen3-Coder. Learn setup, commands, testing, and workflow tips.

March 23, 2026

by Gunter Rotsaert

CORE

· 1,721 Views

Building an LLM-Based Agent: Step 0

In this post, we successfully ran a simple LLM setup both through an API and locally, and we learned practical ways to improve output quality.

March 23, 2026

by Trần Ngọc Minh

· 1,338 Views

Rate Limiting Strategies With Redis: Fixed Window, Sliding Window, and Token Bucket

Redis enables Fixed Window, Sliding Window, and Token Bucket rate limiting, each balancing implementation simplicity, enforcement precision, and efficiency.

March 23, 2026

by Vineet Bhatkoti

· 2,402 Views · 2 Likes

AI Can Help With Migration; It Cannot Own It

AI can reduce complexity and improve visibility in migration projects, but it cannot yet carry the intent that shapes those decisions.

March 23, 2026

by Sireesha Pulipati

· 1,014 Views

Vibe Coding Is Great for Demo; It’s Not a Strategy for GenAI Value in the SDLC

Vibe coding speeds prototyping, but SDLC gains need guardrails, tests, specs, repo context, and secure workflows-optimizing feedback and quality, not code generation.

March 20, 2026

by Bhupender Saini

· 5,081 Views · 2 Likes

10 Strategies for Scaling Synthetic Data in LLM Training

Learn 10 proven strategies to scale synthetic data for LLM training, ensuring quality, diversity, governance, and long-term model performance.

March 20, 2026

by Chirag Shivalker

· 4,775 Views

Modern Best Practices for Web Security Using AI and Automation

AI-driven security boosts threat detection, automates response, and enhances proactive defenses for smarter, faster, and safer cybersecurity operations.

March 20, 2026

by Sandesh Basrur

· 4,279 Views · 1 Like

Kubernetes Scheduler Plugins: Optimizing AI/ML Workloads

Custom Kubernetes scheduler plugins improve GPU utilization by understanding GPU topology, workload types, and gang scheduling requirements.

March 20, 2026

by Varun Kumar Reddy Gajjala

· 6,926 Views

AI as a SQL Performance Tuning Assistant: A Structured Evaluation

Can AI genuinely provide engineering‑grade SQL optimization insights, or does it mainly offer confident‑sounding but shallow guidance?

March 20, 2026

by Manish Adawadkar

· 4,207 Views · 3 Likes

Why Agentic AI Demands Intent-Based Chaos Engineering

Intent-based chaos engineering tests AI systems with calculated stress, using topology, sensitivity, and SLA insights to ensure predictable resilience.

March 20, 2026

by Sayali Patil

· 6,443 Views · 4 Likes

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