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One AI Chat Is Not a Research Workspace

Originally published on omid.dev . I was deep in a research thread that was not going to become a weekend post. The topic started small: juniors ask…

productivityaidata
Dev.to Aug 28, 2026, 22:03 UTC
EN

What Has To Be True Before You Trust An AI Data Agent

An AI data agent turns a plain English question into a query, runs it, and hands back an answer. The demo is always impressive. The part that decide…

aidatasqlagents
Dev.to Aug 28, 2026, 18:00 UTC
EN

The 59% Never Happened to You

The 59% in that headline is not a feature-branch number. It measures the year-over-year increase in the average number of daily workflow runs across…

devopsciproductivitydata
Dev.to Aug 28, 2026, 10:24 UTC
EN

Building an Enterprise Football Data Pipeline: Decoding Flashscore's Protocol for xG & Referee Analytics

Most football data scrapers on the market only extract high-level final scores (e.g. 2-1 ). But quantitative sports analysts, data scientists, and p…

datawebscrapingapifytypescript
Dev.to Aug 28, 2026, 09:23 UTC
EN

I Built a Company That Doesn't Exist to Test an AI Product

These articles come from lessons learned while building Eterna Clarity and the operating system I use to run it. One of the hardest test environment…

aitestingdatamachinelearning
Dev.to Aug 28, 2026, 02:57 UTC
EN

How much does the volatility model move a GEX terminal's numbers? We swapped it and measured

Every published gamma-exposure construction — including the one Cboe's own research uses — prices gamma the same way: Black-Scholes, one implied vol…

analysisdatascience
Dev.to Aug 27, 2026, 21:31 UTC
EN

What is SPX option flow actually made of? A fifth still trades on a physical floor

Every print on the SPX options tape carries an OPRA condition code naming the pipe it came through: electronic book, complex order book, price-impro…

analysisdatafintech
Dev.to Aug 27, 2026, 21:29 UTC
EN

How fast do dealers hedge SPX 0DTE flow? We measured it: 2-3 minutes

Every dealer-positioning story assumes the same mechanism: customers force option delta onto dealers, dealers hedge it in the underlying, the hedge…

analysisdatafintech
Dev.to Aug 27, 2026, 21:28 UTC
EN

How I built a self-updating visa database from 13,507 passport-destination pairs

For 12 years I handled international onboarding at a company that shipped hardware to 90+ countries. Every month someone asked me the same thing: "D…

datatraveropensource
Dev.to Aug 26, 2026, 02:54 UTC
EN

Building a Modern Data Lakehouse on AWS: S3, Iceberg, Glue, Athena, and Lake Formation

The data lakehouse has become the default architecture for analytics on AWS in 2026. It combines the best of both worlds: the low-cost, schema-flexi…

awsdataarchitectureanalytics
Dev.to Aug 25, 2026, 11:15 UTC
EN

Building a Data Trust Score Engine on Google Cloud with BigQuery, Data Catalog & Vertex AI

Data has become one of the most valuable assets for modern enterprises, powering everything from business intelligence dashboards to machine learnin…

clouddatadataengineeringgoogle
Dev.to Aug 25, 2026, 09:26 UTC
EN

We Need a Unicode for Tactile Data — Here's Why I Built One

I've spent the last few years working with tactile sensors in robotics. And if there's one thing that drives me crazy, it's this: every sensor speak…

roboticsopensourcedatatooling
Dev.to Aug 25, 2026, 07:13 UTC
EN

I built an open cross-reference dataset for 217 global steel grades so engineers stop guessing "is that equivalent?"

__ If you've ever received a spec that says ASTM A36 while your supplier quotes S275JR , you know the moment of dread: are these actually equivalent…

datapython
Dev.to Aug 25, 2026, 00:50 UTC
EN

Your Data Structure Is Too Flexible

Python makes it easy to pass data around as dicts, nested JSON blobs, and “whatever the client sent”. That flexibility is useful when you own the sh…

pythonpydanticdatastructures
Dev.to Aug 24, 2026, 13:19 UTC
EN

I measured what 12 ATS APIs actually return, across 1.5M job postings

BambooHR's public job endpoint has an isRemote field. Across 50,616 postings from 9,711 live BambooHR boards, not one had it set. Not "most were bla…

apiwebdevprogrammingdata
Dev.to Aug 24, 2026, 06:27 UTC
EN

Why Statistics Is the Backbone of Data Science

Statistics isn't a supporting subject in data science, it's the thing that makes the "science" part of data science actually mean something. Code Gi…

analyticsdatadatasciencescience
Dev.to Aug 22, 2026, 18:30 UTC
RU

Инфраструктура данных 2052: что, если у данных больше не будет «прода» и «истории»?

Если мысленно вернуться в 1980-е , аналитика во многом находилась буквально над production Данные появлялись в операционных системах, затем из них с…

инфраструктураdatalakehousekafkarediss3
Habr Aug 22, 2026, 16:00 UTC
EN

Repost note: Starlink 10-39 and the data trail after launch

Spaceflight Now covered Starlink 10-39 here . Reposting this because the interesting part is not only the launch image. Starlink 10-39 moved from a…

datasciencediscuss
Dev.to Aug 22, 2026, 02:06 UTC
EN

I Turned 9,575 Jewelry Comments Into Landing-Page Tests—Without Calling Reddit a Market Survey

I had a content-research problem that looked easy at first. Our local Reddit corpus contained 310 jewelry-related threads and 9,575 stored comments.…

seomarketingdatadeepseek
Dev.to Aug 21, 2026, 02:22 UTC
EN

Building a Vertical Corpus Builder: Clean JSONL Datasets for LLM Fine-Tuning

Raw web pages are terrible training data. Nav bars, cookie banners, "related articles" and ads drown the signal, and near-identical syndicated text…

pythonllmdatatutorial
Dev.to Aug 19, 2026, 11:11 UTC
EN

We Publish the Data Before It's Correct. On Purpose.

Someone asks for yesterday's maximum temperature in Belgrade. We don't have it. We won't have it for another four days, and when we do have it, the…

opensourcedatagisapi
Dev.to Aug 19, 2026, 08:52 UTC
EN

Excel in Real-World Data Analysis: Still the Workhorse

Ask any data analyst what tool they touched first, and there's a good chance the answer is Excel. Despite the rise of Python, R, and cloud-based BI…

analysisanalyticsdataproductivity
Dev.to Aug 19, 2026, 08:23 UTC
EN

Beyond OOP: Entity Component System schema for high performance

Object-Oriented Programming (OOP) taught a generation of software engineers to model complex domains by creating class hierarchies. In games and rea…

cpparchitectureecsdata
Dev.to Aug 18, 2026, 10:35 UTC
EN

AIoT and the Physical World: Turning Connected Data Into Industrial Intelligence

IoT systems can tell you what is happening in the physical world. AI can help you understand patterns in the data those systems produce. Put them to…

aiarchitecturedataiot
Dev.to Aug 17, 2026, 11:18 UTC
EN

Why TMDB says your Apple TV+ show airs a day early

A user reported that my TV tracker was showing the wrong air date for Silo . Their favourites card said the next episode aired today. Google said to…

apiwebdevjavascriptdata
Dev.to Aug 17, 2026, 10:22 UTC
EN

Why Statistics Matters in Data Science

Introduction When we hear the term data science , the first things that may come to mind are Python, SQL, machine learning, or perhaps artificial in…

datadatasciencemachinelearning
Dev.to Aug 16, 2026, 17:45 UTC
EN

ARPU Is the Wrong Shape for a Multi-Surface Ad Business

A lot of company-data schemas have an arpu field: total revenue divided by monthly active users, stored as one number per company per period. It's a…

dataanalyticsbusinessprogramming
Dev.to Aug 16, 2026, 02:22 UTC
EN

"Power BI Error: The Key Didn't Match Any Rows in the Table"

tags: powerbi, dax, troubleshooting, tutorial canonical_url: https://pbidocs.com/blog/key-didnt-match-any-rows-error The full error reads: The key d…

datadatabasesoftware
Dev.to Aug 15, 2026, 22:14 UTC
RU

Торговый бот за 60 минут: гайд с нуля без знаний программирования и рынка

Перед тем как писать эту статью, я сделал небольшой ресёч: посмотрел, что уже есть на Хабре по разработке торговых ботов и гайдам в формате «с чего…

algo-tradingcryptopnldata
Habr Aug 15, 2026, 16:00 UTC
EN

A Python Model Is Just a Function

Most tools that support both SQL and Python support one of them properly. Python arrives as an escape hatch: a different execution path, a different…

sqlpythonopensourcedata
Dev.to Aug 15, 2026, 13:18 UTC

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