Data Engineering Resources

Jakarta EE Glossary: The Terms Every Java Engineer Should Actually Understand

Jakarta EE is an open standard for enterprise Java: specs define behavior, APIs expose it, TCK enforces it, and multiple implementations ensure portability.

April 20, 2026

by Otavio Santana

CORE

· 3,221 Views · 3 Likes

Swift: The Complete Guide to Error Handling in the Network Layer

This is a tutorial on how to develop an Error Handle Service for a network layout, handle errors from the server, and output a readable error message.

April 20, 2026

by Pavel Andreev

· 2,267 Views

Securing AI Agents: Agent Logging, Visibility, and Data Protection

AI agents create a logging paradox: too little visibility is dangerous, too much creates data leaks. Here's how to design telemetry that solves both.

April 20, 2026

by Alvin Lee

CORE

· 2,253 Views · 1 Like

Metadata Driven Data Engineering: Declarative Pipeline Orchestration in Lakeflow

Define what you want with decorators, Lakeflow figures out how to run it, eliminating boilerplate and reducing operational overhead at scale.

April 20, 2026

by Seshendranath Balla Venkata

· 1,831 Views · 1 Like

Why Every Defense Against Prompt Injection Gets Broken — And What to Build Instead

Twelve LLM prompt injection defenses were tested, and all bypassed. Stop relying on perimeter filters. Strip model privileges and design for containment instead.

April 20, 2026

by Dinesh Elumalai

CORE

· 3,937 Views · 1 Like

How CNAPP Bridges the Gap Between DevSecOps and Cloud Security Companies

CNAPP embeds security directly into the cloud‑native build process, unifying teams and catching risks early so organizations ship safer apps faster and with less waste.

April 20, 2026

by Anastasios Arampatzis

· 2,020 Views

Gemini Agent vs Microsoft Copilot vs ChatGPT Operator: How They Compare

AI is shifting from chat to action. Learn how Agentic AI, Copilots, and Operators differ in architecture, capability, and autonomy.

April 20, 2026

by Jubin Abhishek Soni

CORE

· 1,793 Views

Why Angular Performance Problems Are Often Backend Problems

Your Angular app isn’t slow your API is. Fix backend bottlenecks like request waterfalls, overfetching, and slow queries before touching a single Angular component.

April 17, 2026

by Bhanu Sekhar Guttikonda

CORE

· 2,792 Views · 2 Likes

Context Lakes: The Infrastructure Layer AI Agents Need That Doesn't Exist Yet

No composition of feature stores, vector DBs, and stream processors can guarantee Decision Coherence. Here's the correctness gap in multi-agent systems.

April 17, 2026

by Angela Zhao

· 2,567 Views

Training a Neural Network Model With Java and TensorFlow

Learn how to train a neural network model using the TensorFlow platform with Java and using a pre-trained model in a proper Spring Boot application.

April 17, 2026

by George Pod

· 3,042 Views · 1 Like

Multithreading in Modern Java: Advanced Benefits and Best Practices

Multithreading remains one of Java’s most powerful capabilities, but modern Java versions have made it significantly easier to build scalable concurrent applications.

April 17, 2026

by Muhammed Harris Kodavath

· 3,164 Views · 3 Likes

Fine-Tuning of Spring Cache

Caching is a fundamental concept for making web applications faster and more scalable. In the following, I explain how to configure and optimize Spring caching.

April 17, 2026

by Constantin Kwiatkowski

· 2,458 Views · 1 Like

AI-Powered Dev Workflows: How SWEs Are Shipping Faster in 2026

Boost your velocity with AI-orchestrated workflows. Learn best practices for prompt engineering, automated reviews, and secure code generation.

April 17, 2026

by Jubin Abhishek Soni

CORE

· 2,815 Views · 1 Like

Part II: The Network That Doesn't Exist: Zero Trust, Service Meshes, and the Slow Death of Perimeter Security

This article comes from a technology correspondent who has spent fifteen years watching the perimeter dissolve in slow motion.

April 17, 2026

by Igboanugo David Ugochukwu

CORE

· 2,757 Views

Advanced Auto Loader Patterns for Large-Scale JSON and Semi-Structured Data

Databricks Auto Loader efficiently ingests JSON and semi-structured files into Delta Lake, handling schema evolution and large-scale streaming.

April 16, 2026

by Seshendranath Balla Venkata

· 2,528 Views · 1 Like

Beyond Fail-Safe: Designing Fail-Operational State Machines for Physical AI

When encountering a fault, physical AI cannot return error codes or reset. It must be fail-operational to safely degrade functionality and maintain physical control.

April 16, 2026

by Nishant Bhanot

· 2,818 Views · 1 Like

How To Build A White-label AI Chatbot: Here's the Complete Process

Steps to build a fully white-label AI chatbot using RAG-based conversational AI, STT/TTS, and a low-code JavaScript widget.

April 16, 2026

by Alexander Samuel

· 2,651 Views

Stop Burning Money on AI Inference: A Cloud-Agnostic Guide to Serverless Cost Optimization

Most teams waste money on AI inference. Five cloud-agnostic tactics—model routing, prompt trimming, response caching, smart batching, GPU offloading—can cut costs 40‑80%.

April 16, 2026

by Rajesh Kumar Pandey

· 2,645 Views · 1 Like

The Architecture Tax: What Nobody Tells You About Deploying LLMs in Production

This article is by a technology correspondent who has seen too many AI pilots fail in staging — and too few engineers ask why.

April 16, 2026

by Igboanugo David Ugochukwu

CORE

· 2,976 Views

Code Security Remediation: What 50,000 Repositories Reveal About PR Scanning

An analysis of 50,000+ repositories shows PR-detected vulnerabilities get fixed 9x faster. Here's what the data says about when and where you catch security issues.

April 15, 2026

by Braden Riggs

· 3,198 Views · 2 Likes

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