Data Engineering Resources

Spring CRUD Generator v1.1.0 bootstraps Spring Boot backends from YAML, adding validation, Redis caching fixes, OSIV control, and support for Spring Boot 3/4.

May 18, 2026

by Marko Zivkovic

· 1,130 Views

We Went Multi-Cloud and Almost Drowned: Lessons From Running Across AWS, GCP, and Azure

Multi-cloud sounds strategic, but usually happens by accident. Networking, IAM, and observability all break at boundaries. Only attempt it if you have no choice.

May 18, 2026

by Pruthvi Raj Seknametla

· 32,842 Views · 1 Like

Building an Image Classification Pipeline With Apache Camel and Deep Java Library (DJL)

This tutorial shows how to build an image classification pipeline entirely in Java using Apache Camel and Deep Java Library (DJL).

May 15, 2026

by Vignesh Durai

· 3,376 Views · 1 Like

Observability in Spring Boot 4

Bridge observability gaps in Spring Boot 4 by injecting Micrometer Trace IDs via SQL comments and propagating context through Kafka.

May 15, 2026

by ha dinh thai

· 3,001 Views · 1 Like

The Agent Protocol Stack: MCP vs. A2A vs. AG-UI

Three protocols are shaping how AI agents interact with tools, other agents, and users. Here's what each one does, how they fit together, and when to reach for which.

May 15, 2026

by Jubin Soni, FBCS

CORE

· 3,763 Views

Context-Aware Authorization for AI Agents

Modern agentic AI systems introduce new security risks as LLMs act as privileged deputies, mapping threats to the Confused Deputy problem and proposing policy guardrails.

May 15, 2026

by Abhinav Srivastava

· 1,795 Views · 1 Like

Can Claude Skills Replace Playwright Agents? A Practical View for QA Engineers

Claude+Playwright ≠ true agent: it’s workflow-driven (run→fix→rerun). Agents adapt in real time. Best: combine both for resilient, low-maintenance QA.

May 15, 2026

by Kailash Pathak

CORE

· 1,701 Views

Vercel AI SDK Middleware vs Genkit Middleware: A Hands-On Comparison

A side-by-side comparison of the two leading middleware systems in the JS/TS Gen AI ecosystem: Vercel AI SDK and Genkit.

May 15, 2026

by Xavier Portilla Edo

CORE

· 1,438 Views · 2 Likes

Your Identity Governance Is Lying to You

Legacy identity governance fails in modern cloud environments. Learn how event-driven, AI-assisted models improve access control and reduce security risks.

May 15, 2026

by Vishal Kumar Thedlapally

· 2,046 Views · 3 Likes

The Network Attach Problem Nobody Warns You About

NB-IoT, Cat-M, and now RedCap all surface the same mass attach problem at scale. Here's what it is, why RedCap doesn't escape it, and what to fix before activation day.

May 14, 2026

by SESHA KIRAN GONABOYINA

· 2,472 Views

The "Zombie API" Attack: Why Your Old Integrations Are Your Biggest Security Risk

Zombie APIs are forgotten, outdated endpoints left active but unmonitored, creating easy backdoors for hackers to steal sensitive data.

May 14, 2026

by Siddharth Jetly

· 2,393 Views · 1 Like

Content Lakes: Harness Unstructured Data for Enterprise AI Readiness

Harness unstructured data by transforming "dark data" into AI-ready assets through serverless orchestration and intelligent enrichment.

May 14, 2026

by Niranjan Yadavali

· 2,174 Views

Beyond Algorithms: The Human Element in AI-Driven Cybersecurity

AI is pushing cybersecurity from reactive defense to proactive intelligence — but human judgment, explainable AI, and ethical design remain essential.

May 14, 2026

by Vaishnavi Gudur

· 2,082 Views

How to Test a DELETE API Request With REST-Assured Java

This tutorial demonstrates how to test DELETE requests using Rest-Assured Java for API testing, including examples of deleting data.

May 14, 2026

by Faisal Khatri

CORE

· 2,154 Views

Invisible Failures in S/4HANA Conversions (And Why Teams Miss Them)

SAP to S/4HANA migrations don’t fail loudly — they fail silently through legacy ABAP, bad data sync, and broken interfaces discovered weeks after go-live.

May 14, 2026

by Deepika Paturu

· 2,032 Views · 1 Like

Ten Years of Beam: From Google's Dataflow Paper to 4 Trillion Events at LinkedIn

Apache Beam turns ten. From Google's 2015 Dataflow paper to 4 trillion daily events at LinkedIn — what it got right, where it falls short, and what comes next.

May 14, 2026

by Abgar Simonean

· 1,776 Views

Lease Coordination Under Serializable Isolation in CockroachDB

Designing scalable lease coordination in CockroachDB, focusing on key distribution, concurrency, and reducing transaction conflicts in multi-region systems.

May 14, 2026

by Nishant Jain

· 1,677 Views

AI Agents Expose a Design Gap in Microservices Resilience Architecture

Microservices assume predictable callers. AI agents break this with non-deterministic calls, fan-out, and retries. Here are 5 core assumption breaks and fixes.

May 13, 2026

by Vineet Bhatkoti

· 4,303 Views · 1 Like

Readiness Is All You Need

AI work now hinges on reading, not prompting. Those who carefully read and question outputs outperform those who accept polished but flawed results.

May 13, 2026

by Nacho Corcuera

· 1,775 Views · 1 Like

Navigating the Complexities of AI-Driven Integration in Multi-Cloud Environments: A Veteran’s Insights

AI is transforming multi-cloud integration with real-time, decentralized, secure systems — improving compliance, APIs, and scalability across industries.

May 13, 2026

by Abhijit Roy

· 2,637 Views · 1 Like

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