Latest Articles

Hallucination Has Real Consequences — Lessons From Building AI Systems

This article explains why hallucinations happen, the types, and practical ways to reduce them using RAG, low temperature, guardrails, and validation layers.

May 11, 2026

by Ram Ghadiyaram

CORE

· 2,458 Views · 2 Likes

How to Secure Secrets in CI/CD Pipelines

CI/CD pipelines are essential, but they carry risks if not designed correctly. This post discusses common security mistakes and shares practices to avoid them.

May 11, 2026

by Sandeep Kumar Khandelwal

· 1,768 Views · 1 Like

Improving Java Application Reliability with Dynatrace AI Engine

Leverage Dynatrace’s AI-powered observability to automatically detect anomalies, pinpoint root causes, and prevent performance issues in Java applications.

May 11, 2026

by Ramya vani Rayala

· 1,865 Views · 1 Like

Building a Production-Ready AI Agent in 2026: Beyond the Hello World Demo

Stop treating AI agents like prompts — treat them like software. To ship in 2026: validated tool contracts, tiered memory, RAG grounding, and deep observability.

May 8, 2026

by Nikita Kothari

· 3,087 Views · 2 Likes

When Angular APIs Return 200 but the Frontend Is Already Failing Users

HTTP 200 can lie, validate payloads in your RxJS pipe, convert failures to real errors, and never let shareReplay cache bad data permanently.

May 8, 2026

by Bhanu Sekhar Guttikonda

CORE

· 1,951 Views · 2 Likes

Beyond SOLID: Embracing CUPID for Modern Software Craftsmanship

CUPID shifts focus from rigid SOLID rules to practical, human-centric principles that make code composable, idiomatic, and enjoyable to maintain.

May 8, 2026

by Nikita Kothari

· 2,504 Views · 3 Likes

The Only AI Test That Still Humbles Every Machine on Earth

ARC-AGI shows the real gap in AI: humans generalize fast in new situations, while top models still struggle with true adaptive reasoning.

May 8, 2026

by Faisal Feroz

· 3,448 Views · 1 Like

Custom Model Context Protocol (MCP) for NL2SQL: A Rigorous Evaluation Framework on Oracle Database

Used MCP to evaluate LLM-generated SQL on Oracle: baseline vs MCP, comparing semantics, order, strings, and EXPLAIN PLAN on 500-query TPC-H.

May 8, 2026

by Sanjay Mishra

· 1,941 Views

RAG Done Right: When to Use SQL, Search, and Vector Retrieval and How To Combine Them

RAG failures stem from retrieval, not models. Replace one-size-fits-all vector search with a decision framework, hybrid flow, and guardrails for reliable systems.

May 8, 2026

by Ram Ghadiyaram

CORE

· 2,903 Views · 5 Likes

How AI Is Rewriting Full-Stack Java Systems: Practical Patterns with Spring Boot, Kafka and WebSockets

Decouple heavy processing with Spring Boot, Kafka, and WebSockets: AI consumers analyze events asynchronously, while WebSockets deliver real-time insights to users.

May 8, 2026

by Ramya vani Rayala

· 2,775 Views · 1 Like

The Data Warehouse Concurrency Playbook: Surviving the "Super Bowl" Moment

Classify requests (dashboards vs exploration/jobs), cap and prioritize concurrency, and fall back to cache/rollups so critical dashboards stay responsive during spikes.

May 8, 2026

by Anusha Kovi

CORE

· 2,085 Views

How to Make Software Team Deliver More, Faster and Better #1 - The Team Toolset

This article explains how to enable your teams to deliver faster, better, and more — using effective people and team management tools.

May 8, 2026

by Georgi V. Georgiev

· 1,296 Views

The Death of "Text-Only" ChatOps: Why Google's A2UI Matters for DevOps and SRE

Google’s A2UI lets AI agents send secure JSON blueprints that render native, interactive UIs, replacing ChatOps text walls with click-to-act ops workflows.

May 8, 2026

by Deneesh Narayanasamy

· 1,950 Views

How to Implement AI Agents in Rails With RubyLLM

Learn how to implement your first AI agents with the help of RubyLLM. Define a chat interface with access to a set of SERP tools that LLM models can use in their work.

May 7, 2026

by Josef Strzibny

· 1,911 Views · 2 Likes

Why Your RAG Pipeline Will Fail Without an MCP Server

RAG was supposed to fix hallucinations. Instead, it quietly introduced a new class of production failures nobody warned you about.

May 7, 2026

by Jaswinder Kumar

· 2,275 Views · 1 Like

Identity Security in the Age of Agentic AI: What Engineers Need to Know

A practical guide to why traditional identity systems break with agentic AI, and what engineers need to architect differently.

May 7, 2026

by Ashly Joseph

· 2,106 Views · 1 Like

Securing CI/CD Pipelines Against Supply Chain Attacks: Why Artifacts and Dependencies Matter More Than Ever

This article explains how placing the right security controls turns CI/CD from an implicit trust engine into a verifiable delivery system.

May 7, 2026

by Ifeoma Eleweke

· 2,390 Views

From Compliance Pipes to Data Streams: Modernizing Healthcare EDI for Strategic Value

The real cost of black-box EDI isn’t fees — it’s missed opportunities. Here’s how to turn healthcare data flow into a strategic asset.

May 7, 2026

by Naga Sai Mrunal Vuppala

· 2,163 Views

Designing Self-Healing AI Infrastructure: The Role of Autonomous Recovery

Distributed AI systems fail faster than humans can respond, making traditional response insufficient. Self-healing systems use telemetry and automation to recover early.

May 7, 2026

by Sayali Patil

· 4,660 Views · 4 Likes

Why AI Forces a Rethink of Everything We Know About Software Security

AI-driven development expands attack surfaces; this article shows how continuous security, zero trust, and runtime enforcement scale DevSecOps in AI pipelines.

May 7, 2026

by Apostolos Giannakidis

CORE

· 2,731 Views · 1 Like

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