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Show HN: 83K lines of C++ – cryptocurrency written from scratch, not a fork

https://github.com/Kristian5013/flow-protocol
1•kristianXXI•3m ago•0 comments

Show HN: SAA – A minimal shell-as-chat agent using only Bash

https://github.com/moravy-mochi/saa
1•mrvmochi•3m ago•0 comments

Mario Tchou

https://en.wikipedia.org/wiki/Mario_Tchou
1•simonebrunozzi•4m ago•0 comments

Does Anyone Even Know What's Happening in Zim?

https://mayberay.bearblog.dev/does-anyone-even-know-whats-happening-in-zim-right-now/
1•mugamuga•5m ago•0 comments

The last Morse code maritime radio station in North America [video]

https://www.youtube.com/watch?v=GzN-D0yIkGQ
1•austinallegro•7m ago•0 comments

Show HN: Hacker Newspaper – Yet another HN front end optimized for mobile

https://hackernews.paperd.ink/
1•robertlangdon•8m ago•0 comments

OpenClaw Is Changing My Life

https://reorx.com/blog/openclaw-is-changing-my-life/
1•novoreorx•16m ago•0 comments

Everything you need to know about lasers in one photo

https://commons.wikimedia.org/wiki/File:Commercial_laser_lines.svg
1•mahirsaid•18m ago•0 comments

SCOTUS to decide if 1988 video tape privacy law applies to internet uses

https://www.jurist.org/news/2026/01/us-supreme-court-to-decide-if-1988-video-tape-privacy-law-app...
1•voxadam•19m ago•0 comments

Epstein files reveal deeper ties to scientists than previously known

https://www.nature.com/articles/d41586-026-00388-0
1•XzetaU8•26m ago•0 comments

Red teamers arrested conducting a penetration test

https://www.infosecinstitute.com/podcast/red-teamers-arrested-conducting-a-penetration-test/
1•begueradj•33m ago•0 comments

Show HN: Open-source AI powered Kubernetes IDE

https://github.com/agentkube/agentkube
1•saiyampathak•37m ago•0 comments

Show HN: Lucid – Use LLM hallucination to generate verified software specs

https://github.com/gtsbahamas/hallucination-reversing-system
1•tywells•39m ago•0 comments

AI Doesn't Write Every Framework Equally Well

https://x.com/SevenviewSteve/article/2019601506429730976
1•Osiris30•43m ago•0 comments

Aisbf – an intelligent routing proxy for OpenAI compatible clients

https://pypi.org/project/aisbf/
1•nextime•43m ago•1 comments

Let's handle 1M requests per second

https://www.youtube.com/watch?v=W4EwfEU8CGA
1•4pkjai•44m ago•0 comments

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
1•zhizhenchi•45m ago•0 comments

Goal: Ship 1M Lines of Code Daily

2•feastingonslop•55m ago•0 comments

Show HN: Codex-mem, 90% fewer tokens for Codex

https://github.com/StartripAI/codex-mem
1•alfredray•58m ago•0 comments

FastLangML: FastLangML:Context‑aware lang detector for short conversational text

https://github.com/pnrajan/fastlangml
1•sachuin23•1h ago•1 comments

LineageOS 23.2

https://lineageos.org/Changelog-31/
2•pentagrama•1h ago•0 comments

Crypto Deposit Frauds

2•wwdesouza•1h ago•0 comments

Substack makes money from hosting Nazi newsletters

https://www.theguardian.com/media/2026/feb/07/revealed-how-substack-makes-money-from-hosting-nazi...
4•lostlogin•1h ago•0 comments

Framing an LLM as a safety researcher changes its language, not its judgement

https://lab.fukami.eu/LLMAAJ
1•dogacel•1h ago•0 comments

Are there anyone interested about a creator economy startup

1•Nejana•1h ago•0 comments

Show HN: Skill Lab – CLI tool for testing and quality scoring agent skills

https://github.com/8ddieHu0314/Skill-Lab
1•qu4rk5314•1h ago•0 comments

2003: What is Google's Ultimate Goal? [video]

https://www.youtube.com/watch?v=xqdi1xjtys4
1•1659447091•1h ago•0 comments

Roger Ebert Reviews "The Shawshank Redemption"

https://www.rogerebert.com/reviews/great-movie-the-shawshank-redemption-1994
1•monero-xmr•1h ago•0 comments

Busy Months in KDE Linux

https://pointieststick.com/2026/02/06/busy-months-in-kde-linux/
1•todsacerdoti•1h ago•0 comments

Zram as Swap

https://wiki.archlinux.org/title/Zram#Usage_as_swap
1•seansh•1h ago•1 comments
Open in hackernews

Stop Writing Brittle Playwright Tests: Why YAML-Based Testing Is the Future

https://medium.com/@oxtiger/stop-writing-brittle-playwright-tests-why-yaml-based-testing-is-the-future-5cc90a81bfa2
6•suchuanyi•7mo ago

Comments

shove•7mo ago
So the answer to “how are we going to verify that vibe-coded application code does what we think it does is “we’re going to vibe-code the tests too”?
meepmorp•7mo ago
Don’t bother, man - it’s vibes all the way down.
suchuanyi•7mo ago
Fair concern — but I’d argue it’s not really ‘vibe-coding’ the tests. With Playwright MCP, the AI uses structural page data and ref_ids captured at runtime, which leads to highly stable and reproducible interactions. It’s not guessing — it’s anchored in what the browser sees.

In practice, the tests it generates are actually easier to reason about than a lot of hand-written Playwright code I’ve seen in the wild. And for scenarios like acceptance testing or rapid iteration, this approach speeds things up without sacrificing much in terms of clarity or stability.

ohdeargodno•7mo ago
Replace your flaky UI tests with flaky LLM-based tests, at least when it inevitably fails you can spend 45 minutes attempting to find just the right prompt with which the LLM doesn't attempt to also click something unrelated!

Most of the tools currently existing are (plain awful|work only on browsers|do magic behind the scenes making them non repeatable|force best effort, hiding any validation). These tests are barely better than doing them by hand, at least there's not someone burning their mind on a 250 test-case list for half a day.

Your primary UI testing tool should be accessibility. If your accessibility elements/descriptions aren't enough to test things, _then you aren't accessible enough_.

(Although I do agree, pure code-based tests mooost likely should go away. Whether that's Playwright, Espresso or any other tool. Maestro finds a right balance between expressive yaml, and openness to scripting if needed)

suchuanyi•7mo ago
I get where you’re coming from — a lot of LLM-based UI testing tools today do feel flaky or unpredictable. But Playwright MCP works quite differently from what you’re describing. It doesn’t rely on AI guessing or using fragile selectors.

When the page loads, Playwright MCP dynamically assigns a ref_id to every element in the DOM, and the AI simply uses those IDs to interact with the UI. This makes execution extremely stable and repeatable — no need to ‘prompt engineer’ your way past random click errors.

In fact, with a properly set up environment, test steps written in natural language can be executed directly and reliably without writing or debugging traditional code.

bananapub•7mo ago
Just in case you were thinking of wasting time on reading it, they put a helpful summary at the top:

> How a simple YAML configuration built for Claude Code and Playwright MCP transformed our testing workflow and made automation accessible to everyone on the team

Side note, in what order did it happen? Did Medium go from “one of the nicest publishing platforms on the web” to “pop up infested search-engine-spamming garbage” before or after all the garbage blog spammers started using it?

moomin•7mo ago
We used LLMs to reinvent Cucumber but worse.

Playwright tests are fine, but you need to think about the design or you end up with a mess. Using a steps file is one way to do it, but just employing coding discipline is another. Don’t expect to be able to slap 1000 lines of scripting code together and ignore everything you’ve already learned about structuring code.

latsu•7mo ago
AI slop article about using AI to write tests in a format that's worse than Cucumber...

Why would I bother to read the slop you couldn't even be bothered to write?