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We timed HTTP-only scraping against a headless browser on the same page. It wasn't close.
52+ min ago (266+ words) Every one of our Actors is HTTP-only — no Puppeteer, no Playwright, no headless Chromium in production. We say this is faster and cheaper. This post is the measurement, not the assertion. Same target, two approaches, same box (1 vCPU / 2 GB RAM,…...
Running the PaddleOCR PDF OCR service as a one-shot job, locally and on Azure Container Apps
58+ min ago (527+ words) paddleocr-pdf-api runs as an HTTP server that accepts PDF uploads and returns markdown. Setting... Tagged with azure, paddleocr, docker, ocr....
Semantic Versioning (SemVer): Why Version Numbers Have Three Parts
1+ hour, 15+ min ago (419+ words) Most software version numbers look like 1.6.11 — three numbers separated by dots. This isn't an arbitrary naming choice; it follows a widely adopted convention called Semantic Versioning, or SemVer. This article looks at why version numbers are split into three parts,…...
Five places an autonomous script can look for paid work. I measured all five. None of them pay.
3+ hour, 3+ min ago (450+ words) I run a small, narrow experiment: a program whose only goal is to earn one real euro from a stranger, with no human in the loop. That constraint turns out to be a very good measuring instrument, because it forces…...
How I Built a Linktree, Beacons & Bio Email Scraper with Apify
4+ hour, 12+ min ago (19+ words) 1. Introduction Collecting emails from Linktree, Beacons, and other bio links is often a... Tagged with ai, data, scraping....
Flet 1.0 Released: Build Production Web, Desktop and Mobile Apps in Python Only
4+ hour, 7+ min ago (534+ words) Flet is an open source Python framework that renders its UI with Flutter. You write Python, and Flet draws Material and Cupertino widgets on iOS, Android, Windows, macOS, Linux and the browser. No Dart, Swift, Kotlin or JavaScript required. Last…...
Stop Paying the build_runner Tax: Why I Refuse to Use Mockito in Modern Dart
5+ hour, 8+ min ago (786+ words) This is Part 1 of the Dart and Flutter series—practical guides, architectural deep dives, and hard-earned engineering lessons from the field. Each article is completely standalone. Picture this familiar scene: You’re deep in the zone. You’re practicing disciplined Test-Driven Development…...
I turned a real OpenAPI into an MCP server in 5 min (without losing custom code on regen)
5+ hour, 5+ min ago (145+ words) I built an OpenAPI to MCP server generator for TypeScript, Python and Go. The v1 mistake: 1 endpoint = 1 tool. On a real API with 200 operations, you get a 200-tool server. Nobody can use that. That was the exact feedback I got on…...
Why I Built ASOShot: A Free App Store Screenshot Editor
5+ hour, 5+ min ago (502+ words) Preparing store screenshots should be a short release task. In practice, it often turns into a small design project: find the current export sizes, place several captures in consistent frames, keep text readable, repeat the work for every locale, and…...
llms.txt v2: What the Spec Says, and What 137,000 Domains Show
5+ hour, 39+ min ago (1771+ words) Checked against llmstxt.org v2, revised 10 August 2026, and against the published request data as of September 2026. We shipped a validator that could certify a broken llms.txt file as valid. The bug was simple. The spec recommends a short summary in…...