Data Engineering Resources

Escaping the “Demo Trap”: A Guide to Engineering Reliable AI Agents

The Agent Development Kit enforces modularity and type safety to decouple logic from models, ensuring agents remain durable assets despite rapid technology shifts.

March 12, 2026

by Rudrendu Paul

· 2,671 Views · 1 Like

DPoP: What It Is, How It Works, and Why Bearer Tokens Aren't Enough

Bearer tokens grant access to anyone who holds them. DPoP fixes this by binding each token to a cryptographic key pair: every request must include a signed proof.

March 12, 2026

by Hüseyin Akdoğan

CORE

· 3,489 Views

The Human Bottleneck in DevOps Automating Knowledge with AIOps and SECI

DevOps pipelines are often automated, yet operations side remains surprisingly manual. Here’s a framework to reduce toil using AIOps and the SECI model.

March 12, 2026

by Soiure Coure

· 2,984 Views

Cost Control in AI Systems Is an Architectural Problem

In AI systems, rising costs are often architectural, not pricing. Retries, latency, and duplicate work multiply usage. Idempotency and boundaries control cost.

March 12, 2026

by Aditya Gupta

· 2,826 Views

Essential Techniques for Production Vector Search Systems, Part 4: Multi-Vector Search

Proven techniques for production vector search, including when to use each one, how to combine them effectively, and trade-offs to understand before deployment.

March 12, 2026

by Pavan Vemuri

CORE

· 2,478 Views · 1 Like

AWS EventBridge as Your System's Nervous System: The Architecture Nobody Talks About

EventBridge handles our 4M daily events. When Stripe changed APIs, we spent $1,200 and 4 days instead of $180K and 6 weeks.

March 11, 2026

by Dinesh Elumalai

CORE

· 6,403 Views · 1 Like

DataFlow — An Open-Source Data Preparation System Accelerating LLM Training

As data preparation becomes critical to LLM training, DataFlow emerges as an open-source system designed to automatically and systematically produce AI-ready data.

March 11, 2026

by Nan Xiang

· 3,952 Views · 1 Like

Building Reliable Enterprise Systems with Workday: An Architect’s Perspective

In healthcare, Workday becomes a reliable enterprise platform when architects design resilient integrations, enforce data governance, and plan for scale.

March 11, 2026

by Suresh Kurapati

· 4,279 Views

AI in Enterprise Content Workflows: What You Need to Know

AI streamlines enterprise content workflows by automating document handling, enhancing accuracy, insights, and efficiency while reducing manual effort.

March 11, 2026

by Jake Miller

· 3,485 Views · 2 Likes

Entangled Kubernetes Objects

A multimodal neural network that unifies per-modality losses and optimizers into a single cumulative loss, enabling flexible, scalable training across heterogeneous data.

March 11, 2026

by Paritosh Ranjan

· 2,502 Views

Building a Unified API Documentation Portal with React, Redoc, and Automatic RAML-to-OpenAPI Conversion

Learn how to build a modern static API documentation portal that supports both OpenAPI 3.x and RAML 1.0 specifications with automatic conversion.

March 11, 2026

by Sreedhar Pamidiparthi

· 5,476 Views

Beyond Sharper Images: How LLM-Guided Super-Resolution Transforms Geo-Spatial Analysis

LLM-guided SR approach converts natural-language intent into controllable SR settings, producing outputs optimized for mapping, agriculture, and disaster response.

March 11, 2026

by Pon Sudhir Sajan Siva Sankaran

· 2,229 Views · 2 Likes

Solving the Global Data Residency Conflict: A Blueprint for the "Minimum Org" Salesforce Strategy

Solve the "Minimum Org" conflict: maintain one global Salesforce instance while meeting strict data laws in Russia and China using a 90-day residency overlay.

March 10, 2026

by Karthik Kachana

· 2,761 Views

Shifting Bottleneck: How AI Is Reshaping the Software Development Lifecycle

Continuous data-driven insights are critical for a successful and lasting AI adoption that goes beyond the initial hype phase.

March 10, 2026

by Ralf Huuck

· 3,531 Views · 2 Likes

Designing Production-Grade GenAI Data Pipelines on Snowflake: From Vector Ingestion to Observability

Learn to build production-ready GenAI pipelines on Snowflake with delta-aware ingestion, scalable retrieval, and observability for reliability and cost control.

March 10, 2026

by Abhijit Ubale

· 2,460 Views · 1 Like

Data Privacy Engineering for AI Models: What Developers Need to Build In

A technical discipline that embeds data privacy protection into AI architectures across data ingestion, training, and model serving.

March 10, 2026

by Sowjanya Karri

· 2,238 Views · 1 Like

AI Is Rewriting How Product Managers and Engineers Build Together

AI breaks the traditional handoff between product and engineering. Success will depend on how PMs and engineers share tradeoffs around cost, latency, and risk.

March 10, 2026

by Raman Aulakh

· 3,295 Views · 2 Likes

How We Rebuilt a Legacy HBase + Elasticsearch System Using Apache Iceberg, Spark, Trino, and Doris

We replaced HBase + Elasticsearch with an Iceberg lakehouse, cutting cost and complexity while supporting analytics and near-real-time access.

March 10, 2026

by Mikhail Povolotskii

· 3,877 Views · 1 Like

Optimizing Data Loader Jobs in SQL Server: Production Implementation Strategies

Accelerate SQL Server loads with bulk ops, partitioning, columnstore, minimal logging, smart batching, and tuned server settings, reducing production load times by 3–10x.

March 10, 2026

by arvind toorpu

CORE

· 3,152 Views

The AI Cost-Cutting Fallacy: Why "Doing More with Less" is Breaking Engineering Teams

Replacing engineers with AI creates technical debt. True success comes from investing in upskilling, not cutting headcount.

March 10, 2026

by Vitalii Oborskyi

· 1,851 Views

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