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What is the best real-time analytics database in 2026? An engineering buyer's guide

Traditional databases just can't keep up with high concurrency and low latency at the same time. The term "real-time" has become kind of meaningless. …

databaseanalyticsdataengineeringdata
Dev.to Jun 14, 2026, 03:26 UTC
EN

What Phone Sanitization Revealed About Our Data

I Thought This Would Take a Day The task: normalize phone numbers across a sharded production system. Multiple country databases, years of inconsisten…

databasedatanormalizationphone
Dev.to Jun 13, 2026, 20:23 UTC
EN

Building for Indonesia? What UU PDP Actually Requires From Developers (a Practical Checklist)

If your product touches users in Indonesia, the country's Personal Data Protection Law — UU PDP, Law 27/2022 — is now fully in force. The two-year tra…

dataprivacysecuritysoftwaredevelopment
Dev.to Jun 10, 2026, 14:11 UTC
EN

I Gave Claude a Stock Screener. Here's What It Picked

Most "AI picks stocks" demos are fiction. You ask a chatbot for undervalued companies, it hands you five tickers, and they sound reasonable. AAPL. MSF…

claudeaistocksdata
Dev.to Jun 7, 2026, 11:21 UTC
EN

How Excel is Used in Real-World Data Analysis

I have began my journey as a beginner in the data analysis field by learning excel. I have previously used excel to store data but never really consid…

analyticsdatasciencedata
Dev.to Jun 6, 2026, 15:06 UTC
EN

DIFP Nostr: Fitting 6,000+ Products into a Single 64 KB Event

TL;DR — The DIFP protocol was designed to be data-compact and geo-aware from day one. We recently discovered it maps almost perfectly onto the Nostr e…

architecturedataperformanceweb3
Dev.to Jun 6, 2026, 03:10 UTC
EN

If the warehouse already has the data, why are we copying it elsewhere?

When we started working on Krenalis , we spent a lot of time reviewing how customer data typically flows through a modern data stack. One pattern kept…

architecturedatadataengineeringsystemdesign
Dev.to Jun 5, 2026, 09:10 UTC
EN

Reverb Scraper: pull historical sold prices for any musical gear

Quick answer: The Reverb Price Guide is the largest public dataset of used-instrument sale prices on the internet — millions of completed transactions…

webscrapingpythonapifydata
Dev.to Jun 2, 2026, 10:26 UTC
EN

Field-Level Provenance: Why "Trust Me" Isn't Good Enough for AI in Healthcare

Last week I wrote about why healthcare benefit data is still trapped in PDFs . The response told me something: people in this space know the problem i…

aiautomationdata
Dev.to Jun 1, 2026, 18:32 UTC
EN

From Data Lineage to Model Cards: The Practical Backbone of AI Governance

AI doesn't begin with algorithms. It begins with data, decisions, documentation, and governance. If you can't explain where your data came from, how i…

aidatadataengineeringmachinelearning
Dev.to Jun 1, 2026, 15:35 UTC
EN

How a Small Product Sync Automation Changed Onboarding at Scale

How a Product Sync Automation Project Transformed Customer Onboarding When people think about impactful engineering work, they often imagine distribut…

automationdataproductivitysoftwareengineering
Dev.to May 31, 2026, 15:35 UTC
EN

Top 5 Data Visualizations for Algorithmic Trading (With Python Code)

Top 5 Data Visualizations for Algorithmic Trading (With Python Code) Most algo traders write signals. Almost none visualize them correctly. You can ha…

stocksdatadashboardsalgorithms
Dev.to May 31, 2026, 09:30 UTC
EN

OpenLiDARViewer: Browser-Native LiDAR Visualization for Real-World Workflows

LiDAR data is becoming larger, more complex, and more important across industries ranging from surveying and construction to environmental monitoring …

datafrontendshowdevwebdev
Dev.to May 31, 2026, 07:16 UTC
EN

CONFIGURING SEMANTIC MODEL IN POWER BI

INTRODUCTION Configuring a Power BI semantic model involves refining data structures, creating relationships, and setting up calculations. Semantic mo…

analyticsdatamicrosofttutorial
Dev.to May 31, 2026, 03:01 UTC
EN

How Developers Are Actually Using AI at Work in 2026: A Brutally Honest Analysis of 10,000+ PRs, Real Productivity Data, and What Nobody's Talking About

Everyone claims AI makes them 10x more productive. I measured it. The results are more nuanced — and more interesting — than anyone admits. The Uncomf…

aiproductivitydatadiscuss
Dev.to May 30, 2026, 05:21 UTC
EN

The Next Decade of Data Engineering: From Modern Data Stack to Data Engineering Harness

Over the past decade, the core evolution of data engineering has been the deconstruction and reconstruction of traditional data warehouse architecture…

datadataengineeringdataengineeringharnessbigdata
Dev.to May 28, 2026, 09:44 UTC
EN

ASF Project Spotlight: Apache Iceberg

Dipankar Mazumdar is the Director of Developer Relations at Cloudera, leading global developer initiatives across lakehouse architecture and AI. He pr…

architecturedatadataengineeringopensource
Dev.to May 27, 2026, 22:11 UTC
EN

Why Detecting PII Matters More Than Ever

Why Detecting PII Matters More Than Ever Every modern application processes data. Usernames, emails, phone numbers, payment details, addresses, govern…

cybersecuritydataprivacysecurity
Dev.to May 26, 2026, 03:44 UTC
EN

VLA or IL? A Controlled Dataset for Testing Whether Finetuning Turns Your VLA into a Fancy Imitation Learner

Motivation Robot manipulation is the ability of a robot to interact with and manipulate objects in the physical world, such as grasping objects, movin…

aidatadeeplearningmachinelearning
Dev.to May 26, 2026, 00:33 UTC
EN

I Thought “Data Analyst” Was the Whole Game… Then I Entered the Data Avengers Office 👀

🏢 I Landed an Internship at a Futuristic Tech Company — And Met the Entire Data Universe Glass walls. Floating screens. Coffee machines that probably …

pythondatadatascienceanalytics
Dev.to May 25, 2026, 15:32 UTC
EN

The Blueprint Beneath the Blueprint: Designing Data Model and Choosing Its Database

Lesson 2 of Build a Twitter Clone - A Practical Guide to Software Modelling A diagram shows you what a system does; a data model tells you what it rem…

databasewebarchitecturedata
Dev.to May 23, 2026, 06:36 UTC
EN

Quantitative Content Methodology: 5-Layer Content Framework

Quantitative Content Methodology (QCM) treats content not as mere text, but as a mathematical dataset optimized for search engines and LLMs. In this g…

aidatallmwriting
Dev.to May 20, 2026, 08:43 UTC
EN

Can ClickHouse DELETE Data? A 2026 PR-by-PR Analysis

TL;DR ClickHouse has supported DELETE operations since 2018. As of 2026, it ships four production-grade deletion paths: heavyweight ALTER TABLE DELETE…

databasesqldataengineeringdata
Dev.to May 19, 2026, 21:33 UTC
EN

ETL vs. ELT: Which Approach Should You Use and Why?

1. Introduction Understanding a company's data architecture can feel overwhelming, but once you cut out the noise, you will notice one of two operatio…

architecturebeginnersdatadataengineering
Dev.to May 14, 2026, 20:20 UTC
EN

Stop Staring at Spreadsheets: How a Proper Portfolio Visualizer Kept Me From Panic-Selling

In March 2020, I sold positions I should have held for years. The market was collapsing. My broker app was a wall of red. My spreadsheet, half-updated…

stocksdatatradinglearning
Dev.to May 14, 2026, 11:21 UTC
EN

How to Build a Data Analytics Platform: Best Practices

Data has become one of the most powerful drivers of business success. However, managing data remains a significant challenge. Organizations require re…

analyticsdatadataengineeringsystemdesign
Dev.to May 14, 2026, 10:17 UTC
EN

[FabCon Atlanta 2026 Report] My Take on Fabric IQ Ontology

I attended FabCon Atlanta 2026 . I also created a few short videos that show the atmosphere of the venue, so feel free to check them out first. FabCon…

aianalyticsdatamicrosoft
Dev.to May 6, 2026, 23:03 UTC
EN

Data Management Systems: From Transactional Databases to Analytical Architectures

Data is no longer treated as a byproduct of business operations and has become one of the most valuable organizational assets. Every interaction on a …

databasedataengineeringdatastructuresdata
Dev.to May 4, 2026, 07:29 UTC
EN

OLAP vs OLTP: A Deep Dive into Database Processing Systems

In modern data-driven organizations, managing and analyzing data efficiently is critical. OLAP (Online Analytical Processing) and OLTP (Online Transac…

datadatabasedataengineeringsystemdesign
Dev.to May 4, 2026, 06:21 UTC
EN

Where Does Your Data Live? Decoding the Modern Data Ecosystem

If you are stepping into the world of data engineering or analytics, you have likely been hit with a wave of storage buzzwords like data lake and data…

datadatabaseawsanalytics
Dev.to May 3, 2026, 01:37 UTC

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