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A Figma clone built by GPT-6 Astra

https://wieslawsoltes.github.io/Vellum/
1•aghuang•1m ago•0 comments

Ask HN: Do you route only certain websites through a VPN?

1•dennysora-main•3m ago•0 comments

The Structured Vacuum: Thinking about Nothing [pdf]

https://rafelski.com/~johann/Books/StructVacuumE.pdf
2•rramadass•10m ago•0 comments

Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs

https://aclanthology.org/2025.acl-long.334/
1•aghuang•11m ago•0 comments

Show HN: Rust and Box2D browser physics game – build destructive machines

https://v-yanakiev.itch.io/machina
1•v-yanakiev•13m ago•0 comments

MyNoise – Custom Soundscapes for Focus, Relaxation and Sleep

https://mynoise.net/index.php
1•pan69•16m ago•0 comments

Show HN: Vera – A memory log that leaves interpretation to AI agents

https://ag3497120.github.io/call-me-vera/
1•pakupaku•17m ago•0 comments

Robot writes in languages it has never seen before

https://www.wired.com/story/robot-writing/
2•euanming•17m ago•0 comments

The biggest problem in buying AI compute is credit

https://twitter.com/gpugene/status/2096427973893411312
1•MrBuddyCasino•18m ago•0 comments

Anthropic IPO launch shifts toward mid-October

https://www.cnbc.com/2026/09/05/anthropic-ipo-launch-shifts-toward-mid-october-reuters.html
2•aghuang•19m ago•0 comments

Show HN: Assist (Voice Screenshot)

https://assistapp.dev
1•abhishekucs•23m ago•1 comments

TR-106

https://en.wikipedia.org/wiki/TR-106
2•num42•24m ago•0 comments

LA District Bans Most A.I. For Students

https://www.nytimes.com/2026/09/03/us/lausd-schools-ban-ai-artificial-intelligence.html
2•narenst•24m ago•1 comments

Greenland forces Trump's US oil firm to delay drilling

https://www.theguardian.com/world/2026/aug/12/trump-greenland-oil
5•Alien1Being•27m ago•0 comments

Consciousness, creativity andunderstanding not obstacles to machine intelligence

https://link.springer.com/article/10.1007/s11229-026-05655-1
2•klaustro•28m ago•0 comments

'Huge Breakthrough' in the Math of Imbalance

https://www.quantamagazine.org/huge-breakthrough-in-the-math-of-imbalance-20260821/
1•diazc•30m ago•0 comments

Find fastest DoH provider for you

https://dnsspeedtest.online/
1•snihalani•31m ago•0 comments

Why Laser Beams Are the Hottest New Tech in Defense

https://www.bloomberg.com/news/articles/2026-09-04/why-laser-beams-are-the-hottest-new-tech-in-de...
1•Alien1Being•31m ago•0 comments

After 30 Years of Silence, the Original NSA Whistleblower Looks Back

https://therealnews.com/after-30-years-of-silence-the-original-nsa-whistleblower-looks-back
2•Eridanus2•34m ago•0 comments

LMMS 1.3.0-alpha.2 Release (after 5 yrs of last release)

https://github.com/LMMS/lmms/releases/tag/v1.3.0-alpha.2
1•xiaoyu2006•38m ago•0 comments

I Run Grok Bot with BotOps

https://granda.org/en/2026/09/06/how-i-run-grok-bot/
3•granda•40m ago•0 comments

Joy and Curiosity #98

https://twitter.com/thorstenball/status/2096466015055953967
6•tosh•40m ago•0 comments

Ada: An open-source data analyst that tells you when its own forecast is useless

https://github.com/saineshnakra/automated-data-analyst
5•saineshnakra•41m ago•0 comments

An Empirical Study on Soundness Bugs in the Rust Compiler

https://arxiv.org/abs/2608.28713
1•rvz•45m ago•0 comments

Extract and Review Web Page Links Using a Bookmarklet

https://www.adamsdesk.com/posts/extract-review-web-page-links/
1•rdmuser•45m ago•0 comments

What "Decolonizing" Israel Looks Like. | Professor Noura Erakat - Full Interview

https://www.youtube.com/watch?v=TuBMKhObhgs
1•xbmcuser•47m ago•0 comments

Revise is the Figma of machine learning

https://www.revise.live/
3•Aadi_Ajmire•48m ago•0 comments

A volunteer stopped a backdoor from exposing Linux systems worldwide (2024)

https://www.theverge.com/2024/4/2/24119342/xz-utils-linux-backdoor-attempt
5•joebig•51m ago•0 comments

RecallDock

2•ashishmallur•53m ago•0 comments

Europe would not be able to sustain war of attrition with Russia

https://www.theguardian.com/world/2026/sep/05/europe-unable-sustain-war-of-attrition-russia-defen...
3•Teever•53m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•1y ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•1y ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions