Data Engineering Resources

The Era of AI-First Backends: What Happens When APIs Become Contextualized Through LLMs?

AI-first backends let LLMs drive dynamic, personalized API logic in real time replacing static rules. Validation and guardrails keep them reliable and secure.

October 15, 2025

by Bharath Kumar Reddy Janumpally

· 3,940 Views · 3 Likes

Types of Web 3 APIs

Choosing the right API architecture depends on your application’s specific needs like it's enterprise integration, user interaction or deep protocol-level communication.

October 15, 2025

by Oliver Ifediorah

· 2,097 Views · 1 Like

Indexing Across Data Models: From Tables to Documents to Text

Learn how database indexes — hash, B-tree, R-tree, bitmap, inverted, and vector — boost query performance across relational, NoSQL, and search systems.

October 15, 2025

by Ammar Husain

CORE

· 1,674 Views

Beyond Secrets Manager: Designing Zero-Retention Secrets in AWS With Ephemeral Access Patterns

Ephemeral access patterns in AWS eliminate credential sprawl. This architecture uses IAM, STS, and brokers to enable zero-retention secrets at scale.

October 15, 2025

by Amrit Pal Singh

· 11,651 Views

Agentic AI: Why Your Copilot Is About to Become Your Coworker

The era of AI autonomously doing the work is here. Agentic AI systems can plan multi-step workflows, make decisions, use tools, and coordinate with other agents.

October 14, 2025

by Jubin Abhishek Soni

CORE

· 3,511 Views · 4 Likes

Where Stale Data Hides Inside Your Architecture (and How to Spot It)

Stale data hides in caches, syncs, and backups, quietly breaking consistency and trust. Fixing it starts with treating freshness as design.

October 14, 2025

by Andreas Kozachenko

· 2,291 Views · 1 Like

Advanced Snowflake SQL for Data Engineering Analytics

Learn seven advanced Snowflake SQL queries for online retail analytics, with visualizations and tips for scalable data pipelines.

October 14, 2025

by Ram Ghadiyaram

CORE

· 2,369 Views · 1 Like

CNCF Triggers a Platform Parity Breakthrough for Arm64 and x86

Actuated plus Ampere-powered runners let CNCF maintainers test and ship Arm64 natively, closing the gap with x86 across CI/CD.

October 14, 2025

by Scott Fulton III

· 2,241 Views · 2 Likes

Inside Microsoft Fabric: How Data Agents, Copilot Studio, and Real-Time Intelligence Power the AI-Driven Enterprise

Learn how developers can use data agents for natural-language querying, Copilot Studio for AI interactions, and real-time intelligence for streaming analytics.

October 14, 2025

by Vishwa Kishore Mannem

· 2,991 Views · 2 Likes

Making AI Better: A Deep Dive Across Users, Developers, and Businesses

In this sequel to Making AI Faster, I explore why making AI better matters and share strategies across user, developer, and business perspectives.

October 14, 2025

by Gunveer Gujral

· 1,276 Views · 1 Like

A Fresh Look at Optimizing Apache Spark Programs

Optimize Spark jobs by tuning configurations, writing efficient code (Data Frames, broadcast joins), using optimized storage, and monitoring the Spark UI and logs.

October 14, 2025

by Nataraj Mocherla

· 2,959 Views · 2 Likes

How Developers Use Synthetic Data to Stress-Test Models in Noisy Markets

Synthetic data lets quants stress-test equity strategies beyond noisy markets, preserving volatility, and building resilience before risking real capital.

October 14, 2025

by Jay Mehta

· 1,288 Views · 1 Like

Operationalizing Responsible AI: Turning Ethics Into Engineering

This article will provide a direction on how to build a reliable AI system in production by incorporating bias mitigation strategies.

October 13, 2025

by Jofia Jose Prakash

· 2,136 Views · 2 Likes

Apache Iceberg REST Catalog: The Key to Vendor-Agnostic Data Interoperability

In this article, I have demonstrated how Iceberg Data can be accessed through the Iceberg REST Catalog from Data Mesh with a simple Python application.

October 13, 2025

by Pravin Dwiwedi

· 2,532 Views · 1 Like

What Is API Testing?

API testing explained: Learn what an API is, its different testing types, tools, and benefits to improve software quality and reliability.

October 13, 2025

by Faisal Khatri

CORE

· 2,048 Views · 4 Likes

AI Infrastructure: Compute, Storage, Observability, Security, and More

In this final article, you will learn about AI infrastructure compute, storage, observability, optimization, security, and deployment architecture.

October 13, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,362 Views · 4 Likes

AI-Driven Developer Tools: Transforming the Future of Software Development

AI-driven developer tools boost speed, quality, and security in software development by automating coding, testing, and debugging.

October 13, 2025

by Ilya Dudkin

CORE

· 1,674 Views · 1 Like

Beyond Traditional Load Balancers: The Role of Inference Routers in AI Systems

Inference routing is the process of routing AI inference requests to the most suitable model based on cost, latency, quality, etc.

October 13, 2025

by Bhala Ranganathan

CORE

· 1,919 Views · 1 Like

Why Enterprise AI Needs Agentic Messaging Platforms

AI projects stall on plumbing, not progress. Agentic messaging platforms unify APIs, tools, and observability so teams can focus on AI logic.

October 13, 2025

by John Vester

CORE

· 1,269 Views

Infusing AI into Your Java Applications

An introductory tutorial for Java developers on writing AI-infused applications using Quarkus with LangChain4j. You don't need Python to write AI apps.

October 10, 2025

by Don Bourne

· 6,099 Views · 10 Likes

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