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Ukraine's Daring Operation Spiderweb' Attack on Russia

https://www.wsj.com/world/europe/ukraine-russia-drone-attack-operation-spiderweb-24d821ab
1•pinewurst•6m ago•0 comments

Atomic time source failure at NIST Gaithersburg campus

https://groups.google.com/a/list.nist.gov/g/internet-time-service/c/Zd7VaR-vqV4?pli=1
4•dpcx•10m ago•0 comments

Nothing in standard Ubuntu app set relies on curl?

1•rikeanimer•13m ago•0 comments

Making macOS Bearable

https://seg6.space/posts/making-macos-bearable/
1•seg6•13m ago•0 comments

POC for CVE-2025-55182 that works on Next.js 16.0.6

https://gist.github.com/maple3142/48bc9393f45e068cf8c90ab865c0f5f3
1•maxloh•14m ago•0 comments

Will Calibri leave Pakistan sans Sharif? (2017)

https://www.thomasphinney.com/2017/07/pakistan-calibri-forgery/
3•joecool1029•14m ago•0 comments

Bacterially grown living materials with resistant and on-demand functionality

https://www.science.org/doi/10.1126/sciadv.adw8278
1•PaulHoule•17m ago•0 comments

American Science, Shattered: Special report on research funding cuts

https://www.statnews.com/american-science-shattered/
2•Anon84•19m ago•0 comments

Racial Views of Donald Trump

https://en.wikipedia.org/wiki/Racial_views_of_Donald_Trump
6•lehi•19m ago•0 comments

Canonical Extends Kubernetes Long-Term Support to 15 Years

https://thenewstack.io/canonical-extends-kubernetes-long-term-support-to-15-years/
1•CrankyBear•21m ago•0 comments

Lessons from Building (and Closing) Double Finance (YC W24)

https://jjmaxwell4.com/writing/shutting-down-double/
3•jjmaxwell4•21m ago•0 comments

You Have Billions Invested in Generative AI

https://woe-industries.itch.io/you-have-billions-invested-in-generative-ai
2•HotGarbage•23m ago•0 comments

Z-Band: On-World Interactions Using Wrist-Based Electrical Impedance Sensing

https://dl.acm.org/doi/pdf/10.1145/3770637
1•momoschili•24m ago•0 comments

Tech In the D: MOT MOT (3 min video)

https://www.blacktechsaturdays.com/tech-in-the-d/motmot
1•rmason•26m ago•0 comments

Show HN: Inferbench, collect/share datapoints on GPU's inference performance

https://www.inferbench.com/
3•binsquare•31m ago•1 comments

Show all your application error using Cloudflare Error Page

https://github.com/donlon/cloudflare-error-page
2•sawirricardo•33m ago•0 comments

The Greenhushing Trap

https://sloanreview.mit.edu/article/the-greenhushing-trap/
1•gnabgib•35m ago•0 comments

Scheduler Woes: Bisecting Early Performance Regressions Found in Linux 6.19

https://www.phoronix.com/review/linux-619-sched-regress
1•dabinat•41m ago•0 comments

Fear of the Walking Zig: The Security Audit Gap

https://generativeai.pub/fear-of-the-walking-zig-the-security-audit-gap-707aec6ceb92
2•todsacerdoti•42m ago•0 comments

Show HN: Qyavix – A 155-byte DOM runtime inspired by React hooks

https://github.com/Yinhao-c/Qyavix
3•yihac1•44m ago•0 comments

iPadOS 26.2 will restore Split View and Slide Over multitasking

https://9to5mac.com/2025/12/07/apple-fixed-ipad-software-gripe-ipados-26-2-slide-over/
2•walterbell•44m ago•0 comments

Wyoming Cowboys Are Breaking Down Barriers

https://www.nytimes.com/2025/12/09/climate/wyoming-virtual-fences-livestock.html
2•fleahunter•49m ago•0 comments

Window Maker Live 13.2 brings 32-bit life to Debian 13

https://www.theregister.com/2025/12/09/microsoft_windows_maker_live_132/
2•wmlive•53m ago•1 comments

Google kills Gemini Cloud Services (2035)

https://sw.vtom.net/hn35/item.html?id=90099555
3•throwaway-0001•53m ago•0 comments

Utah Tries Relocating Beavers to Save Them, and Remake the Landscape

https://www.nytimes.com/2025/12/09/climate/utah-beaver-rescue.html
1•quapster•54m ago•0 comments

The Seven-Minute Doctor Visit Cannot Understand a Human Body like AI

https://markatwood.substack.com/p/the-seven-minute-visit-cannot-understand
2•walterbell•54m ago•0 comments

I turned NeurIPS 2025 into podcast episodes. Here's what I learned about AI

https://www.basisset.com/#NeurIPS2025
1•changxu•57m ago•1 comments

iMessage's Architecture Makes It Hard to Block Without Blocking All Push Notices

https://daringfireball.net/2025/12/imessage_push_notifications_hard_to_block
4•JumpCrisscross•1h ago•1 comments

Show HN: An unlimited Wordle practice site I built

https://wordles.org/
1•mr_windfrog•1h ago•0 comments

Facilitating AI Adoption at Imprint

https://lethain.com/company-ai-adoption/
1•gpi•1h ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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