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Restaurants Are Using AI to Advertise Their Food and people don't like it

https://www.wsj.com/tech/ai/restaurants-ai-food-image-generators-advertisements-efb787a9
1•erehweb•1m ago•0 comments

Show HN: Sesku – local-only fever and medication log for kids

https://sesku.app/
1•easydidit•1m ago•1 comments

Exeter Leads the Pack of UK's Most Sustainable Cities

https://www.coworkingcafe.com/blog/green-cities-uk/
1•vanclaude•2m ago•0 comments

When chat is the wrong UI

https://github.blog/ai-and-ml/github-copilot/when-chat-is-the-wrong-ui/
1•torutofu•2m ago•0 comments

The Copilot+ PC branding is dead

https://www.windowscentral.com/microsoft/windows-11/the-copilot-pc-brand-is-dead-microsoft-and-pc...
1•MC995•3m ago•0 comments

RushShift – Offline AI desktop tool to search local B-roll archives by prompt

https://rushshift.vercel.app
1•Diyon_Dust•7m ago•0 comments

60 Years of Malta at the UN General Assembly

https://www.karlsnotes.com/60-years-of-malta-at-the-un-general-assembly/
1•valkrieco•8m ago•0 comments

I Ran 255 AI Agents to Make Three Comics. The Line Between Slop and Good Is

https://thoughts.jock.pl/p/ai-slop-comic-experiment-2026
1•joozio•9m ago•0 comments

LLMs are universal translators (2023)

https://lil.law.harvard.edu/blog/2023/11/29/llms-are-universal-translators/
1•droidjj•9m ago•0 comments

Remembering Johannes Doerfert

https://blog.llvm.org/posts/2026-09-24-rememberingjohannesdoerfert/
2•meredithbloom•10m ago•0 comments

Show HN: Hard Stop: Kernel-level preemption for autonomous AI agents

https://arxiv.org/abs/2609.29808
2•joseluispino•10m ago•0 comments

Using Software Factories to Build a Production App [video]

https://www.youtube.com/watch?v=UGROt60qnH4
1•sebastiankade•12m ago•0 comments

We Should Be Able to Change Our Languages

http://jimmyhmiller.com/change-our-languages
2•surprisetalk•12m ago•0 comments

Can you use Claude Cowork to automate A/R?

https://revexos.com/blog/accounts-receivable-dashboard-claude-cowork
1•revexos•13m ago•0 comments

Would you wear an air-quality sensor on your body?

https://www.cbc.ca/news/climate/what-on-earth-bill-air-quality-art-9.7356388
1•rdmuser•15m ago•0 comments

Doubts grow over claims OpenAI agent hacked Australian Medicare portal

https://therecord.media/openai-australia-breach-cyber
1•speckx•16m ago•0 comments

Financing the AI Buildout

https://www.brookings.edu/articles/financing-the-ai-buildout/
3•Balgair•19m ago•0 comments

Show HN: Worktable, an open-source workspace for you and your agents

https://github.com/worktable/worktable-dev/
1•Oghenekaro•20m ago•0 comments

Double Split Experiment

https://claude.ai/artifact/RLbDxsWYwyvgxzejRHTGgj
1•WasimBhai•21m ago•2 comments

Satin: Dark mode PDF reader via affine mapping on Oklab lightness dimension

https://github.com/samestep/satin
1•sestep•22m ago•0 comments

Show HN: Hamilton – a no-internet Android health dashboard, named after my dog

https://play.google.com/store/apps/details?id=com.gads.hamilton&hl=en_US
4•hamilton_app•23m ago•2 comments

Show HN: JevPertus – Jev-style option scoring on Apertus

https://github.com/Jaluus/JevPertus
2•jaluus•23m ago•0 comments

Nobody Asked for a Crab Chair

https://newmobility.com/nobody-asked-for-a-crab-chair/
2•speckx•24m ago•0 comments

System Design Unboxed: new digital book

https://books.lextrem.com/system-design-1/
1•hnque•24m ago•0 comments

Show HN: FAA sectional Time Machine, 1930 to today

https://archive.aero/
1•hemenway•25m ago•0 comments

Solved cold case may have a connection to the infamous 1982 'Tylenol murders'

https://www.spokesman.com/stories/2026/sep/23/idaho-officials-solved-a-1982-cold-case-that-may-h/
2•mhb•30m ago•0 comments

Ormaos: What happened inside your Python execution?

https://ormaos.com/
1•Levi_Braga•31m ago•0 comments

ChatGPT composed a BEAUTIFUL, original piano solo with code. Is this AGI?

https://twitter.com/AdamHincu/status/2103462960463311100
1•Adam-Hincu•31m ago•1 comments

Agent communication should be designed as Byzantine

https://www.noetive.io/blog/byzantine-agents
1•xer•31m ago•1 comments

Ali Alkhatib: Weeds tend not to grow where they can't take root

https://ali-alkhatib.com/blog/weeding-out-ai
1•speckx•32m 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