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Four bugs my test suite couldn't catch
21+ min ago (888+ words) 216 passing tests. A feature that was completely broken. Here is the gap between those two facts, and what I changed afterwards. I am building an encrypted messenger. Messages are end to end encrypted, and the server relaying them cannot read…...
How I Built a Linktree, Beacons & Bio Email Scraper with Apify
2+ hour, 26+ min ago (19+ words) 1. Introduction Collecting emails from Linktree, Beacons, and other bio links is often a... Tagged with ai, data, scraping....
llms.txt v2: What the Spec Says, and What 137,000 Domains Show
3+ hour, 53+ 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…...
Encrypted file storage, share links you actually set the rules on, or go P2P
4+ hour, 15+ min ago (181+ words) Turn on encryption and your upload is scrambled client-side with AES-256-GCM before it leaves your browser. The key is generated server-side once, emailed to you, and never stored after that — lose the email and the files are gone too....
netcup VPS 1000 G12 benchmarked: how fast is it really?
5+ hour, 16+ min ago (890+ words) The VPS 1000 G12 is netcup's entry-level VPS and the server most Serverküche recipes run on. But how fast is it really? We measured it thoroughly with standard tools – and show you the commands you can use to check your own server…...
How I Protected My Telegram Bot's AI Quota From Spam Users
6+ hour, 5+ min ago (26+ words) I run a Telegram bot that uses Google's Gemini API for free-tier AI features. The free tier gives... Tagged with python, telegram, automation, sideprojects....
How I Built a Zero-Cost Python Webhook Engine to Bypass a High-Friction Voting System
7+ hour, 18+ min ago (229+ words) When I entered the CANEX Create-Thon competition, I quickly realized I wasn't just competing against other creators but rather I was also competing against bad UX. The Gebeya platform requires users to complete a full email sign-in just to cast…...
I Tried to Build a Bengali Voice Dialer for Android. Here Is What Actually Happened and How I Finally got it right.
7+ hour, 38+ min ago (956+ words) A personal project to make phone calls easier for an elderly, non English-speaking parent that works entirely offline, and the long road through Whisper models, sherpa-onnx, frame-size crashes, and Android's scoped storage pitfalls before it finally worked with zipformer. I…...
What is IATO MCP? A free plugin to connect WordPress with AI｜colorful-node
2+ day, 4+ hour ago (483+ words) IATO MCP is a free, open-source plugin that turns a self-hosted WordPress site into an MCP (Model Context Protocol) server. It is developed by IATO, which provides an SEO audit platform. WordPress.com already has an official MCP server feature,…...
Rate Limiting: The Traffic Cop Your API Needs
10+ hour, 5+ min ago (317+ words) Your API can be perfectly designed and still fail when too many requests hit it at once. That’s where rate limiting comes in. Rate limiting controls how many requests a client can make to your API within a specific period....