BlogViral

Show HN: Finalrun – Spec-driven testing using English and vision for mobile apps I wanted to test mobile apps in plain English instead of relying on brittle selectors like XPath or accessibility IDs. With a vision-based agent, that part actually works well. It can look at the screen, understand intent, and perform actions across Android and iOS. The bigger problem showed up around how tests are defined and maintained. When test flows are kept outside the codebase (written manually or generated from PRDs), they quickly go out of sync with the app. Keeping them updated becomes a lot of effort, and they lose reliability over time. I then tried generating tests directly from the codebase (via MCP). That improved sync, but introduced high token usage and slower generation. The shift for me was realizing test generation shouldn’t be a one-off step. Tests need to live alongside the codebase so they stay in sync and have more context. I kept the execution vision-based (no brittle selectors), b...

Show HN: MCP 2000 – Browser-based drum machine with AI-generated sounds https://ift.tt/VstO0o9 April 6, 2026 at 10:35PM

Show HN: A Dad Joke Website A dad joke website where you can rate random dad jokes, 1-5 groans. Sourced from 4 different places, all cited, all categorized, and ranked by top voted. Help me create the worlds best dadabase! https://joshkurz.net/ April 6, 2026 at 12:54AM

Show HN: Gecit – DPI bypass using eBPF sock_ops, no proxy or VPN https://ift.tt/1pAi0cN April 5, 2026 at 11:15PM

Show HN: A Common Lisp implementation in development https://ift.tt/xQhKU3v April 5, 2026 at 09:56PM

Show HN: Kaoslabs – High-intensity AI video and visual experiments "I've been building a sandbox on a Linux VPS to push AI video generation and visualization to the extreme. It's a mix of experimental generative art and high-intensity visuals. Built with Python, running on Debian. Check it out and let me know what you think!" https://kaoslabs.org April 4, 2026 at 11:54PM