Latest Articles

The Missing `bandit` for AI Agents: How I Built a Static Analyzer for Prompt Injection

Static analysis for LLM agents that flags prompt-injection risks—like confused deputy flows and dynamic prompts—before runtime, improving security and auditability.

June 2, 2026

by Sanjay Krishnegowda

· 2,334 Views · 2 Likes

Why Stable RAG Answers Can Still Hide Unstable Evidence

RAG answers can stay stable while evidence shifts. Learn why evidence stability matters for reproducibility, auditability, and debugging — and how to check it.

June 2, 2026

by Punitha Ponnuraj

· 2,119 Views

When Snowflake Lies to You: Understanding False Failures in dbt Pipelines

Your pipeline failed. Your code is fine. This article will walk you through why both things can be true at the same time.

June 2, 2026

by Janani Annur Thiruvengadam

CORE

· 2,352 Views · 1 Like

Migrate a Hardcoded LangGraph Agent to LaunchDarkly AI Configs in 20 Minutes

Moving a hardcoded LangGraph React agent into LaunchDarkly AI Configs so prompts, models, tools, tracking, and rollout testing can be changed without redeploying.

June 2, 2026

by Scarlett Attensil

· 1,903 Views

Stop Debugging Glue Jobs Manually: Building an Agentic Observability Layer for Data Pipelines

Glue failures scatter evidence across logs, metadata, and table state. A triage layer pulls it together and flags whether a rerun is safe.

June 2, 2026

by Vivek Venkatesan

· 2,519 Views · 1 Like

Building a Spring AI Assistant With MCP Servers: A Step-by-Step Tutorial

Part 1 of a step-by-step tutorial that integrates an AI assistant with two dedicated MCP servers and sets the foundation for going to production.

June 2, 2026

by Horatiu Dan

CORE

· 2,152 Views · 3 Likes

Alternative Structured Concurrency

My goal here is to experiment with an alternative approach leveraging Java's tried-and-tested, robust functionalities that have been available since JDK 1.5.

June 2, 2026

by Valery Silaev

· 2,171 Views

When One MVP Is Really Four Systems: A Better Way to Plan Multi-Role Apps

Many MVPs get too big because teams treat several user-facing systems and vendor-dependent workflows as one app instead of planning one complete path first.

June 2, 2026

by Kajol Shah

· 1,975 Views

5 AI Security Incidents That Broke Things in Production (and What They Have in Common)

Five real incidents from late 2025 and early 2026 show what happens when automated systems outpace the controls around them.

June 2, 2026

by Lavanya Chandrasekharan

· 2,345 Views · 1 Like

The Agentic Agile Office: Streamlining Enterprise Agile With Autonomous AI Agents

Agentic Agile Office uses autonomous AI agents to cut admin overhead, detect risks early, and shift teams from manual tracking to intelligent, high-velocity delivery.

June 1, 2026

by Madhusudhan Chivukula

· 1,924 Views · 1 Like

GenAI Implementation Isn't Magic — It’s a Lifecycle

GenAI apps follow a structured lifecycle — requirements, data, models, prompts, architecture, testing, deployment, and monitoring — to build scalable systems.

June 1, 2026

by Ajay Singh

· 1,576 Views · 1 Like

Optimizing Databricks Spark Pipelines Using Declarative Patterns

This article explains why hand-tuning Spark is becoming the slow path — and what the declarative alternatives actually look like in production.

June 1, 2026

by Seshendranath Balla Venkata

· 1,476 Views · 1 Like

Data Contracts as the "Circuit Breaker" for Model Reliability

AI models do not fail due to bad coding; they fail due to an upstream change in the input. Combine contracts with circuit breakers to stop bad data from entering models.

June 1, 2026

by SRIRAMPRABHU RAJENDRAN

· 1,817 Views

MuleSoft IDP: Enhancing Efficiency and Accuracy in Data Extraction

MuleSoft IDP uses AI to extract and structure data from documents like invoices and PDFs, helping automate workflows, reduce errors, and improve processing speed.

June 1, 2026

by Jitendra Bafna

· 1,650 Views

Jakarta EE 12: Entering the Data Age of Enterprise Java

Jakarta EE 12 introduces the Data Age of Enterprise Java with Jakarta Query, improved data access, and a unified model for cloud-native and polyglot systems.

June 1, 2026

by Otavio Santana

CORE

· 9,584 Views

Design Patterns for GenAI Creative Systems in Advertising

Reviewing every AI-generated ad by hand doesn't scale — here's how the human oversight grows smarter instead of just bigger.

June 1, 2026

by Sriharsha Makineni

· 1,048 Views

How SaaS Architectures Break at Scale — and the Engineering Decisions That Prevent It

A practical guide to SaaS architecture decisions that determine whether platforms scale cleanly or collapse under technical debt, security, and growth pressure.

June 1, 2026

by Igboanugo David Ugochukwu

CORE

· 1,548 Views · 1 Like