5 GitHub Actions Workflows I Use to Run Free Web Scrapers, Monitors, and Data Pipelines
GitHub gives you 2,000 free CI/CD minutes per month. Most developers use them only for tests and deploys. I use them to run web scrapers, data pipelin
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GitHub gives you 2,000 free CI/CD minutes per month. Most developers use them only for tests and deploys. I use them to run web scrapers, data pipelin
I stopped using the requests library 2 years ago. httpx does everything requests does, plus async, HTTP/2, and better defaults. Here is why and how t
DuckDB just changed how I process CSV files. No more pandas for simple analysis. No more importing into PostgreSQL. You just query the file directly.
Four straight days of declining Fear & Greed. 11, 11, 10, 10. Meanwhile BTC casually floated from $70,200 to $71,337. That's a positive price move int
Why Facebook Marketplace Data Matters Facebook Marketplace has become one of the largest peer-to-peer selling platforms on the planet. Mill
Facebook Marketplace is one of the largest peer-to-peer selling platforms in the world, but it doesn't offer a public API. If you've ever wanted to pu
If you've ever built a crypto trading dashboard or price tracker, you know the pain: every exchange has its own API format, its own rate limits, and i
Every AI agent framework promises to make agents easy. None of them do. The complexity just moves from your code to their abstractions. I've shipped
I'm building RunHop — a social platform for running races — as a way to go deep on the NestJS/TypeScript stack. The goal from day 1 was to build it t
If you haven't heard of Hono.js yet, you're about to. In 2026, it's quietly become the framework of choice for developers building on edge runtimes —
What if your payment system could detect a churning customer, figure out their lifetime value, and auto-apply a retention discount — all before you fi
Most AI assistant demos look impressive until you try to actually ship them inside a product. That’s where things usually break. Not because of the mo
SQL-Like Syntax, Full Type Safety Drizzle ORM gives you a SQL-like API that generates perfect SQL. No query engine overhead, no N+1 surpris
End-to-End Type Safety Without GraphQL tRPC gives you type-safe API calls between your frontend and backend. No schema files, no code gener
Zod Is a Swiss Army Knife Most developers use Zod for form validation. But it can do much more: generate types, transform data, build API s
Over the last few months, while working on enterprise Laravel projects, I noticed a recurring "Notification Nightmare." Every company needs an appro
Deno Keeps Shipping Deno 2.3 just landed, and while the changelog is long, most of it doesn't affect your daily work. Here's what actually
If you're using Vite and React, you've probably dealt with manually loading the Google Maps JavaScript API, wrapping your app with providers, repeated
When you're working with .NET, interacting with databases (particularly SQL databases) is inevitable. Common approaches involve using ORM (Object Rela
These days, businesses and startups rely on well-designed databases to manage vast amounts of data. In domains like Healthcare, E-commerce, and Fintec