Data Engineering Resources

Stop Leap-Second AI Drift in IoT Streams With PySpark

Leap seconds can corrupt timestamps and trigger AI drift in fintech IoT systems. Learn about drift types and how PySpark streaming fixes them in real time.

March 27, 2026

by Ram Ghadiyaram

CORE

· 2,209 Views · 1 Like

From Stream to Strategy: How TOON Enhances Real-Time Kafka Processing for AI

The TOON data format specifically targets the propagation of structured, validated, and semantically consistent data, thereby reducing ambiguity in real time.

March 27, 2026

by Gautam Goswami

CORE

· 2,030 Views

DNS Propagation Doesn't Have to Take 24 Hours

DNS propagation doesn’t have to take 24–48 hours. Learn how TTL settings control DNS caching and how to make updates in minutes, not days.

March 27, 2026

by Karl Hughes

· 2,890 Views · 2 Likes

Secure Managed File Transfer vs APIs in Cloud Services

APIs handle real‑time interactions; secure MFT handles large, compliant transfers. A hybrid approach delivers both speed and reliability.

March 27, 2026

by Anil Soni

· 3,157 Views · 1 Like

Automating Maven Dependency Upgrades Using AI

Build an AI-driven Maven dependency upgrade pipeline that detects outdated libraries, applies safe updates, generates notes, and auto-creates tested PRs.

March 26, 2026

by Sravan Reddy Kathi

· 3,965 Views · 2 Likes

MinIO AIStor and Ampere® Computing Reference Architecture for High-Performance AI Inference

MinIO AIStor delivers high-performance, scalable object storage for AI workloads with Ampere CPUs, optimized for inference, analytics, and cloud-native environments.

March 26, 2026

by Tinh Nguyen

· 2,541 Views · 1 Like

Microsoft Responsible AI Principles Explained for Engineers

This is for engineers, architects, and ML practitioners who want to move beyond theory. It reframes Microsoft’s responsible AI principles as engineering responsibilities

March 26, 2026

by Indirakumar Rajendiran

· 2,636 Views · 1 Like

Isolation Boundaries in Multi-Tenant AI Systems: Architecture Is the Only Real Guardrail

In multi-tenant AI systems, true isolation needs structural boundaries across storage, vector namespaces, execution, and queue layers to survive retries and concurrency.

March 26, 2026

by Aditya Gupta

· 2,292 Views

Stateful AI: Streaming Long-Term Agent Memory With Amazon Kinesis

Stream every agent interaction into vector memory for real-time, scalable, persistent, fully queryable, and context-rich AI memory.

March 26, 2026

by Jubin Soni, FBCS

CORE

· 2,470 Views

Building Centralized Master Data Hub: Architecture, APIs, and Governance

This article provides an overview of centralized master data hub for enterprises applications from fragmented master data managing in different systems.

March 26, 2026

by Ravi Kiran Mallidi

CORE

· 2,622 Views

From 30s to 200ms: Optimizing Multidimensional Time Series Analysis at Scale

Do multidimensional anomaly detection at scale, sharing strategies to speed up time series queries, achieving consistent sub-second performance.

March 26, 2026

by Suvodeep Pyne

· 2,509 Views

Document Generation API: How to Automate Personalized Document Creation at Scale

Learn how document generation APIs automate PDF and DOCX creation using templates and JSON data, with real-world use cases and a step-by-step Foxit DocGen implementation.

March 26, 2026

by Jakkie Koekemoer

· 3,304 Views · 3 Likes

MCP vs Skills vs Agents With Scripts: Which One Should You Pick?

Learn about when to use MCP, skills, and agents with scripts. How are they different from each other and what are they actually meant to be used for.

March 26, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,420 Views · 2 Likes

Why RAG Alone Isn’t Enough: How MCP Completes the Agentforce Intelligence Stack?

RAG fetches context, but MCP adds reasoning, tool orchestration, and observability, making AI agents reliable and operational at enterprise scale.

March 26, 2026

by Deepak Bahuleyan

· 3,854 Views

Bringing AI Agents to Cloud Engineering: How Autonomous Operations Are Changing Reliability at Scale

AI agents turn cloud operations from reactive automation into adaptive systems by combining observability, autonomy, and engineering judgment.

March 26, 2026

by Arvind Gautam

· 102,729 Views

Production Database Migration or Modernization: A Comprehensive Planning Guide [Part 1]

A multi-part walkthrough of the essential components of planning and executing a successful production database migration for large-scale backend services.

March 25, 2026

by Alexander Komyagin

· 2,011 Views

Beyond “Lift-and-Shift”: How AI and GenAI Are Automating Complex Logic Conversion

Overcome the manual migration wall by using an AI-native stack that combines deterministic parsing and GenAI to automate complex logic conversion.

March 25, 2026

by Rudrendu Paul

· 1,536 Views · 1 Like

AI Agents vs LLMs: Choosing the Right Tool for AI Tasks

Use an LLM for single-step tasks; use an AI agent when the job needs planning + tool/API orchestration across multiple steps.

March 25, 2026

by Faisal Feroz

· 2,780 Views · 2 Likes

Tokens and Transactions With AI

Jensen Huang’s GTC 2026 keynote shows how databases evolve from transaction systems to AI-driven platforms supporting tokens, reasoning, and agentic workflows.

March 25, 2026

by Keshav Murthy

CORE

· 2,195 Views · 1 Like

Privacy-Conscious AI Development: How to Ship Faster Without Leaking Your Crown Jewels

AI speeds up development can leak secrets when use third-party tools. Layer GHAS with Grype for local/offline vulnerability scanning.

March 25, 2026

by Hanna Labushkina

· 1,184 Views

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