Data Resources

Building reliable text-based PII redaction means solving many independent problems at once. We'll address those challenges and learn some solutions.

May 22, 2026

by Brian O'Neill

CORE

· 1,685 Views

Stop Poisoning Your Models: How I Built a CV Dataset Quality Toolkit I Can Reuse Forever

CV data issues keep recurring. I built cv-quality — a toolkit to audit datasets, catch annotation errors, find mislabeled samples, and streamline labeling.

May 22, 2026

by Sai Teja Erukude

· 2,060 Views

Edge Computing in Utility IoT: Two Architecture Patterns That Actually Work

In this article, we break down edge architecture patterns that fit modern utility infrastructure when power flows both ways.

May 22, 2026

by Yevheniia Mala

· 3,783 Views

Why We Chose Iceberg Over Delta After Evaluating Both at Scale

Delta often performs better for Spark workloads, while Iceberg tends to be stronger for a multi-engine environment. The right choice depends on your platform use case.

May 21, 2026

by Kuladeep Sandra

· 2,301 Views

Architecting Petabyte-Scale Hyperspectral Pipelines on AWS

Learn how to overcome serverless bottlenecks to process and route petabyte-scale hyperspectral agricultural data on AWS.

May 21, 2026

by Anil Bodepudi

· 3,246 Views

Production Database Migration or Modernization: A Comprehensive Planning Guide [Part 2]

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

May 21, 2026

by Alexander Komyagin

· 1,249 Views

Why SAP S/4HANA Landscape Design Impacts Cloud TCO More Than Compute Costs

SAP cloud TCO is driven more by landscape sprawl than by EC2 costs; optimize environments and use Terraform, S3, and EFS lifecycle policies to reduce costs.

May 20, 2026

by Deepika Paturu

· 2,387 Views

No More Cheap Claude: 4 First Principles of Token Economics in 2026

The era of subsidies is over. Adjust your way of using models accordingly.

May 20, 2026

by Stefan Wolpers

CORE

· 2,531 Views

Improving DAG Failure Detection in Airflow Using AI Techniques

A practical approach to enhancing DAG failure detection using AI to improve pipeline reliability and enable proactive intervention in large-scale data environments.

May 19, 2026

by Bruno Bocardo Guzoni

· 1,532 Views · 1 Like

Spring CRUD Generator v1.1.0 Updates

Spring CRUD Generator v1.1.0 bootstraps Spring Boot backends from YAML, adding validation, Redis caching fixes, OSIV control, and support for Spring Boot 3/4.

May 18, 2026

by Marko Zivkovic

· 976 Views

The Network Attach Problem Nobody Warns You About

NB-IoT, Cat-M, and now RedCap all surface the same mass attach problem at scale. Here's what it is, why RedCap doesn't escape it, and what to fix before activation day.

May 14, 2026

by SESHA KIRAN GONABOYINA

· 2,135 Views

Content Lakes: Harness Unstructured Data for Enterprise AI Readiness

Harness unstructured data by transforming "dark data" into AI-ready assets through serverless orchestration and intelligent enrichment.

May 14, 2026

by Niranjan Yadavali

· 1,893 Views

Invisible Failures in S/4HANA Conversions (And Why Teams Miss Them)

SAP to S/4HANA migrations don’t fail loudly — they fail silently through legacy ABAP, bad data sync, and broken interfaces discovered weeks after go-live.

May 14, 2026

by Deepika Paturu

· 1,589 Views · 1 Like

Ten Years of Beam: From Google's Dataflow Paper to 4 Trillion Events at LinkedIn

Apache Beam turns ten. From Google's 2015 Dataflow paper to 4 trillion daily events at LinkedIn — what it got right, where it falls short, and what comes next.

May 14, 2026

by Abgar Simonean

· 1,528 Views

Has AI-Generated SQL Impacted Data Quality? We Reviewed 1,000 Incidents

We analyzed 1,000 data pipeline incidents across 500+ environments and found that code-related failures still account for ~10% of all data quality issues.

May 12, 2026

by Lior Gavish

· 2,643 Views

When Search Started Breaking at Scale: How We Chose the Right Search Engine

Learn about how we scaled our search system, evaluated Solr and Elasticsearch, and redesigned the architecture for better performance and reliability.

May 12, 2026

by sunil paidi

· 1,463 Views

Mastering SwiftUI Gestures: Basic to Advanced

Learn to implement and combine SwiftUI gestures. From basic taps and swipes to advanced drag and custom gestures, master user interaction in your iOS apps.

May 11, 2026

by Pavel Andreev

· 1,875 Views

Beyond SOLID: Embracing CUPID for Modern Software Craftsmanship

CUPID shifts focus from rigid SOLID rules to practical, human-centric principles that make code composable, idiomatic, and enjoyable to maintain.

May 8, 2026

by Nikita Kothari

· 2,481 Views · 3 Likes

RAG Done Right: When to Use SQL, Search, and Vector Retrieval and How To Combine Them

RAG failures stem from retrieval, not models. Replace one-size-fits-all vector search with a decision framework, hybrid flow, and guardrails for reliable systems.

May 8, 2026

by Ram Ghadiyaram

CORE

· 2,886 Views · 5 Likes

The Data Warehouse Concurrency Playbook: Surviving the "Super Bowl" Moment

Classify requests (dashboards vs exploration/jobs), cap and prioritize concurrency, and fall back to cache/rollups so critical dashboards stay responsive during spikes.

May 8, 2026

by Anusha Kovi

CORE

· 2,072 Views

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