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AV2 video codec released: 30% more efficient than AV1

https://www.flatpanelshd.com/news.php?subaction=showfull&id=1780642255
1•ksec•1m ago•0 comments

Integrate on-device AI models into your app using Core AI [video]

https://developer.apple.com/videos/play/wwdc2026/326/
1•sgt•1m ago•0 comments

Franz: Hacker News sent 10x the traffic

https://adlk.io/blog/hacker-news-vs-product-hunt/
2•tosh•2m ago•0 comments

Show HN: Fftext, quick summary, fact check, ELI5 on CPU

https://github.com/kouhxp/fftext
1•mrkn1•3m ago•0 comments

I Made a Vibe Coded Operating System

1•annoymousperson•5m ago•0 comments

1979: Will Word Processors Start a Home Working Revolution?

https://www.youtube.com/watch?v=b6URa-PTqfA
1•tzury•5m ago•0 comments

Show HN: Squish – client-side video compression with WebAssembly

https://www.usesquish.me/
1•toolmaker_01•5m ago•0 comments

Fear of AI bubble ahead of SpaceX IPO

https://fortune.com/2026/06/08/stocks-ai-bubble-spacex-ipo/
2•amelius•8m ago•0 comments

Loop Engineering

https://twitter.com/addyosmani/status/2064127981161959567
1•pretext•10m ago•0 comments

China's Unitree Will Dominate Global Robotics

https://newsletter.semianalysis.com/p/chinas-unitree-will-dominate-global
1•nanmu42•11m ago•0 comments

AI Billionaires Brace for Pitchforks

https://www.axios.com/2026/05/29/ai-billionaires-tech-taxes-wealth
1•robtherobber•13m ago•0 comments

Learning to lead in a hybrid human-AI enterprise

https://www.technologyreview.com/2026/06/09/1137830/learning-to-lead-in-a-hybrid-human-ai-enterpr...
2•joozio•14m ago•0 comments

Musk's SpaceX IPO Narrative Is a Whole New Level of Bullshit

https://text.tchncs.de/chronik-des-laufenden-wahnsinns/h1elon-musk-has-spouted-his-fair-share-of-...
1•doener•14m ago•0 comments

Is AI-written code buggier than human code?

https://www.repowise.dev/blog/engineering/is-ai-written-code-buggier-than-human-code
2•raghavchamadiya•15m ago•0 comments

China's all-round dominance, from batteries to medicine, from trains to AI

https://www.lemonde.fr/en/economy/article/2026/06/07/china-s-all-round-dominance-from-batteries-t...
3•calcifer•17m ago•1 comments

Decentralized AI Inference Marketplace

https://t4t.eth.link
1•ffaerber•18m ago•1 comments

Show HN: Simple FFmpeg Download

https://www.ffmpeg.download/
1•pinter69•18m ago•0 comments

Show HN: You have public speaking anxiety, so do I

https://speaking-club.online/en/
1•shurman81•22m ago•0 comments

OpenScreen is your free, open-source alternative to Screen Studio

https://github.com/siddharthvaddem/openscreen/releases
1•airwarmedd•24m ago•0 comments

Making Graphics Like it's 1993

https://staniks.github.io/articles/catlantean-3d-blog-1/
1•sklopec•29m ago•0 comments

Speed over Caution: What NSPM-11 Means

https://smallwarsjournal.com/2026/06/08/speed-over-caution-what-nspm-11-means/
1•sharpshadow•32m ago•0 comments

LeetCode is the best way to learn a new language

2•JasonHEIN•32m ago•1 comments

Juan Pujol Garcia: WWII's best double agent

https://en.wikipedia.org/wiki/Juan_Pujol_Garc%C3%ADa
1•FinnLobsien•34m ago•0 comments

Hades: The malware that lies to AI security agents

https://www.infoworld.com/article/4182692/meet-hades-the-malware-that-lies-to-ai-security-agents....
1•chmaynard•34m ago•0 comments

Apple Intelligence Can Change Your Passwords for You When You Get Hacked

https://gizmodo.com/apple-intelligence-can-change-your-passwords-for-you-when-you-get-hacked-2000...
1•voisin•35m ago•0 comments

Record Conflicts Drive Peace to Historic Low as AI Warfare Surges

https://www.visionofhumanity.org/record-conflicts-drive-peace-to-historic-low-as-ai-warfare-surges/
1•geox•39m ago•0 comments

Show HN: Open dataset for distilling GPU audio2face models to CPU students

https://huggingface.co/datasets/myned-ai/audio2face-emotion-arkit-teacher
1•antonios_makro•41m ago•0 comments

Add basic "comptime" fn implementation (Rust)

https://github.com/rust-lang/rust/pull/148820
1•dabinat•43m ago•0 comments

How We Built Automatic Invoice Reconciliation Without AI

https://usecycle.co/blog/zero-reconcilation-for-invoices
1•aswinmohanme•46m ago•0 comments

The emerging AI x TechBio stack (120 companies mapped)

https://mmc.vc/research/ai-x-techbio-featuring-the-future-of-drug-discovery/
1•advikipedia•49m 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