Data Engineering Resources

Semantic Contracts: The Missing Layer Between Good Data and Reliable AI

Semantic contracts prevent silent data and AI failures by enforcing shared data meaning and assumptions across pipelines in CI and at runtime.

February 4, 2026

by Vivek Venkatesan

· 2,936 Views · 1 Like

Automating Lift-and-Shift Migration at Scale

Moving 100+ servers to the cloud manually is a recipe for disaster. Here is an architectural pattern for building an automated Migration Factory.

February 4, 2026

by Dippu Kumar Singh

· 728 Views

AI Governance for AI Agents: Ship Fast, Stay Safe

Learn how to deploy AI agents safely with governance-first practices, balancing speed, compliance, and innovation in production systems.

February 4, 2026

by Rakshith Vijayakumar Aralimatti

· 990 Views

I Built AIBrowser With Claude Code: A Desktop Version of Manus

AI Browser (Altas) is an open-source Electron app that lets you control a browser with natural language to automate tasks, scrape data, and monitor sites.

February 4, 2026

by Liu Shuai

· 1,198 Views

Oracle Data Loading Reimagined: Performance Strategies for Modern Workloads

Combining direct path loading, parallelism, partitioning, index strategy, NOLOGGING, and tuned commits can reduce Oracle data load times by 70–90% in production.

February 4, 2026

by arvind toorpu

CORE

· 816 Views

Building a 300 Channel Video Encoding Server

NETINT VPU Technology with Ampere® Altra® Processors set new operational cost and efficiency standards

February 3, 2026

by John Oneill

· 2,657 Views · 1 Like

AI-Powered Spring Boot Concurrency: Virtual Threads in Practice

AI does not handle threads; it handles decisions. This article looks into how AI can help set safe concurrency limits for Spring Boot virtual threads.

February 3, 2026

by Lavi Kumar

· 2,247 Views · 1 Like

How to Verify Domain Ownership: A Technical Deep Dive

A practical guide to implementing the three standard domain verification methods: DNS TXT, meta tags, and file-based verification.

February 3, 2026

by Illia Pantsyr

· 2,188 Views · 1 Like

Rapid Prototyping for Multimodal AI Agents in Enterprise Collaboration

Prompt-to-prototype multimodal agents fast; validate voice and text flows, trust/recovery, and multi-agent orchestration early to cut rework for dev teams.

February 3, 2026

by Priyanka Kuvalekar

· 1,242 Views

Building Resilient Industrial AI: A Developer’s Guide to Multi-ERP RAG

Move beyond prompt engineering. This guide outlines a hybrid RAG architecture for securely integrating legacy ERPs with cloud orchestration.

February 3, 2026

by Rahul Kumar Thatikonda

· 1,596 Views · 1 Like

Token-Efficient RAG: Using Query Intent to Reduce Cost Without Losing Accuracy

Retrieval-Augmented Generation (RAG) optimization technique to reduce the number of tokens required to generate a response while maintaining response accuracy.

February 3, 2026

by Varun Setia

· 888 Views

How Global Payment Processors like Stripe and PayPal Use Apache Kafka and Flink to Scale

How top payment processor companies like Stripe, PayPal, Payoneer, and Worldline use data streaming for real-time payments and fraud detection.

February 3, 2026

by Kai Wähner

CORE

· 1,620 Views · 3 Likes

Agentic Commerce: A Developer's Guide to Google's Universal Commerce Protocol (UCP)

Google’s UCP lets AI agents handle end-to-end shopping across sites like Walmart. Sellers must optimize data for AI, saving time while introducing new privacy risks.

February 2, 2026

by Ram Ghadiyaram

CORE

· 1,809 Views · 2 Likes

How Audiences Become Addressable in Programmatic Advertising: Identity, Data Flows, and Addressability

This article begins a series examining how identity functions in programmatic advertising, how audiences become addressable, and why common metrics fail.

February 2, 2026

by Sagar Ganapaneni

· 1,170 Views

ML Performance Monitoring Metrics: A Simple Guide for Every Model Type

This article gives a clear, beginner-friendly overview of which metrics to monitor for different types of ML models, with small, easy examples.

February 2, 2026

by Sevinthi Kali Sankar Nagarajan

· 1,632 Views

From Test Automation to Autonomous Quality: Designing AI Agents for Data Validation at Scale

Autonomous quality uses AI agents to detect subtle data behavior shifts early, scaling trust beyond what traditional test automation can achieve.

February 2, 2026

by Sandip Gami

· 2,880 Views · 3 Likes

A Generic MCP Database Server for Text-to-SQL

A YAML-driven, secure, and scalable framework that enables accurate text-to-SQL queries across PostgreSQL, MySQL, Snowflake, Redshift, and more.

February 2, 2026

by Baskar Sikkayan

· 2,195 Views · 2 Likes

Modern Vulnerability Detection: Using GNNs to Find Subtle Bugs

Move beyond regex-based scanning; learn how graph neural networks and Code Property Graphs analyze true data flow to eliminate SAST false positives.

February 2, 2026

by Rahul Karne

· 10,127 Views

From LLMs to Agents: How BigID is Enabling Secure Agentic AI for Data Governance

BigID leverages agentic AI to move beyond traditional LLMs, enabling secure, autonomous data discovery, governance, and real-time decision-making at enterprise scale.

January 30, 2026

by Satish Gaddipati

· 1,838 Views · 1 Like

ToolOrchestra vs Mixture of Experts: Routing Intelligence at Scale

Learn about two fundamental architectural patterns reshaping how we build intelligent systems. Explore ToolOrchestra, Mixture of Experts (MoE), and other AI patterns.

January 30, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,131 Views · 1 Like

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