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Cursor: Pointer on Buttons

https://blog.kizu.dev/cursors/
1•shipitx•1m ago•0 comments

Hairpin – Reach macOS menu bar icons hidden by the notch

https://github.com/HiAriesZhou/Hairpin
1•AriesIMio•2m ago•0 comments

The Not-So-Crazy Legal Strategy to Free Nicolás Maduro

https://www.politico.com/news/magazine/2026/11/15/nicolas-maduro-trial-legal-strategy-01149709
1•ibn_khaldun•2m ago•0 comments

Booker Prize 2026: The End of Everything – First SF Winner, Oldest Laureate

https://www.betterreads.dev/blog/booker-prize-2026-end-of-everything
1•zlu•3m ago•0 comments

US investigators probe cause of tanker-cruise ship collision

https://www.abc.net.au/news/2026-11-15/tanker-cruise-ship-collison-investigation-new-orleans/1073...
1•firasd•8m ago•0 comments

Show HN: Every Satellite in Orbit Since 1957

https://berryde.com/projects/satellites/
1•daedbe•10m ago•0 comments

James Webb Telescope finds ice older than the star it orbits

https://arstechnica.com/science/2026/11/james-webb-telescope-finds-ice-older-than-the-star-it-orb...
1•Brajeshwar•11m ago•0 comments

Scientists Made Monkeys Watch Minions to Study Their Brains

https://www.404media.co/scientists-made-monkeys-watch-minions-to-study-their-brains/
1•Brajeshwar•11m ago•0 comments

The original Xbox was released 25 years ago today

https://www.tomshardware.com/video-games/xbox/the-original-xbox-was-released-25-years-ago-today-m...
2•Brajeshwar•11m ago•0 comments

Europa, the EU's open AI model, is aiming for nearly 1T parameters

https://maccus.fr/en/eu-open-ai-model-europa/
2•mstkllah•12m ago•0 comments

Singapore Government Clarification Statement on Wall Street Journal's Article

https://www.mha.gov.sg/media-room/newsroom/clarification-statement-on-wall-street-journals-article/
2•ksec•13m ago•2 comments

NeatStats – Simple, lightweight, privacy-first web stats

https://neatstats.net/
1•Tomte•15m ago•0 comments

Cramer: Insult to NV staff thinking NV is nothing without the leather-jacket guy

https://twitter.com/OutFrontCNN/status/2121064585033843071
1•ksec•16m ago•0 comments

Abyssal Garden: A dreamy underwater world you can swim through (96 KB HTML)

https://github.com/Noniv/abyssal-garden
2•soheilpro•17m ago•0 comments

Show HN: K8 Cruft – a Windows dev-junk cleaner with a 30-day undo

https://lilbuba.ai/k8-cruft.html
1•infinity_jo•20m ago•0 comments

Angry customers taking step so MS pays some for global outage losses

https://www.neowin.net/news/angry-customers-taking-step-so-microsoft-pays-some-for-massive-global...
2•croes•22m ago•0 comments

Ask HN: Has Applemail UX/reliability been declining?

1•devrob•23m ago•1 comments

Zero-Upload Data Cleaner

https://lopespm.com/p/cleaner/
1•lopespm•23m ago•0 comments

Stop building new AI agent orchestrators – there are 636

https://github.com/erson/awesome-agent-orchestrators/
2•pulkas•26m ago•0 comments

The MacBook Pro's OLED PWM Problem: When a 'Better' Display Becomes Worse to Use

https://macanorak.com/the-macbook-pros-oled-pwm-problem-when-a-better-display-becomes-worse-to-use/
3•MacAnorak•26m ago•0 comments

The Case for Reparations

https://unacceptable.nl/posts/reparations/
1•zwckl•27m ago•0 comments

Decompilation of Fallout: New Vegas: Completed

https://fnvdecomp.com/
2•subtle-byte•27m ago•0 comments

Scaling Citus without limits: announcing Query Routers

https://stackgres.io/blog/scaling-citus-beyond-one-coordinator-announcing-query-routers-stackgres/
1•ahachete•28m ago•0 comments

Claude Code Helped Me Save 130€ on an iPad Battery Repair

https://thinkingground.net/writing/claude-code-helped-me-save-130-on-an-ipad-battery-repair
1•zc4242•29m ago•0 comments

Behind Jensen Huang's spy scandal, a shadow war for Trump's ear on China

https://www.washingtonpost.com/technology/2026/11/13/behind-jensen-huangs-spy-scandal-shadow-war-...
2•Shuddown•31m ago•4 comments

Stanley Zabar, who turned a family business into a NYC landmark, dies at 94

https://www.brooklaw.edu/news-and-events/news/2026/11/stanley-zabar-56-remembered-zabars-brooklyn...
1•firasd•32m ago•0 comments

Show HN: OrchesTerra – Generate Terraform from a repo, then catch drift

https://www.orchesterra.in/
2•akshaykilam•35m ago•0 comments

Solana Pushes the Token Supercycle Thesis

https://learnsolana.io/news/solana-token-supercycle-programmable-value
1•znano•38m ago•0 comments

Apple has a hidden 'gray list' of words it won't autocomplete

https://theweek.com/tech/apple-hidden-list-gray-words-autocomplete
1•RickJWagner•38m ago•0 comments

How to revive (some) dead Micron 7450 drives (firmware bug)

https://github.com/tpenzkofer/micron7450-panic-recovery
2•tpenzkofer•41m 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