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Researchers find Apple Pay, Visa contactless hack

https://www.bbc.com/news/technology-58719891
1•harambae•1m ago•0 comments

The Zuiderzee Project

https://lorentz.leidenuniv.nl/history/zuiderzee/zuiderzee.html
1•nill0•4m ago•0 comments

Crof.ai Was Caught Misrepresenting Models, Shut Down

https://reddit.com/r/SillyTavernAI/comments/1wgkagq/crofai_model_provider_just_shut_down_fraudule...
1•monksy•4m ago•0 comments

Crumb Advanced Circuit Simulator

https://store.steampowered.com/news/app/2198800/view/680761125088789335
1•starkparker•4m ago•0 comments

Why the best AI startups write bad prompts (& how to fix this)

https://twitter.com/wulfie_bain_/status/2098060386813566990
1•gmays•5m ago•0 comments

Show HN: Karmit – Watch Reddit, grow your karma

https://karmit.co/
1•niliu123•5m ago•0 comments

What If the Adaptation Were a Model?

https://huggingface.co/blog/shadow-llm/shadowpeft-peft
1•seanlee97•11m ago•0 comments

Coost v4.0.0 Released

https://github.com/idealvin/coost/releases/tag/v4.0.0
1•idealvin•17m ago•0 comments

Is Shipd.ai (Datacurve) Legit?

https://shipd.ai
1•underscoremark•24m ago•1 comments

Hedge Funds Are the Wild Card in the Turbulent Bond Market

https://www.wsj.com/finance/investing/bond-markets-hedge-funds-003c6ea8
1•kaycebasques•25m ago•0 comments

Have you noticed any changes in the way people communicate now we have chatbots?

2•totetsu•25m ago•0 comments

The Breaks – A Breaking Encyclopedia

https://thebreaks.org/index.html
1•bryanrasmussen•29m ago•0 comments

Mom-as-a-Service

https://www.momasaservice.com/
1•edest28build•32m ago•1 comments

PowerContext, Context for work that humans and agents hand off and continue

https://github.com/oceanbase/powercontext
1•jinqueeny•37m ago•0 comments

Microsoft AI Publishes Its Humanist AI Code of Conduct

https://microsoft.ai/code-of-conduct/
1•CoderLim110•38m ago•0 comments

Volkswagen Mission Efficiency Sets 3 World Records

https://autoindiadaily.in/car-news/volkswagen-mission-efficiency-revealed/
1•snikolaev•40m ago•1 comments

XProtect behavioral flop: the Golden Gasp

https://melomac.com/posts/xprotect-behavioral-flop-the-golden-gasp/
1•lladnar•41m ago•0 comments

Show HN: Daemon OS – An intelligence layer for infrastructure

https://daemon-os.lebarionellison.workers.dev
1•lellison1•47m ago•0 comments

We are all Product Engineers now

https://seldo.com/posts/we-are-all-product-engineers-now/
4•vinhnx•48m ago•1 comments

The Hardness of 4-to-1 Games with Perfect Completeness

https://eccc.weizmann.ac.il/report/2026/179/
1•momeara•48m ago•0 comments

Purely Functional Operating Systems

https://eighty-twenty.org/2022/06/23/henderson-functional-operating-systems-1982
1•vinhnx•49m ago•0 comments

DeepMind's new genome 'atlas' charts effects of all 9B human gene mutations

https://www.nature.com/articles/d41586-026-02835-4
1•jonbaer•50m ago•0 comments

METR Anthropic Network

https://twitter.com/kevinnbass/status/2099621874279817638
3•andrewljohnson•50m ago•0 comments

One Pass to Parse Them All: Fused Parallel CSV Processing [pdf]

https://www.vldb.org/pvldb/vol19/p3579-ellmann.pdf
1•cpard•51m ago•0 comments

India's Dedicated Freight Corridor's last mile challenge

https://finshots.in/archive/the-dedicated-freight-corridors-last-mile-challenge/
1•vismit2000•1h ago•0 comments

Mouse

https://github.com/mousedev/mouse-harness/tree/main
2•Aeroi•1h ago•0 comments

CrofAI Is an OpenRouter Wrapper

https://kendell.dev/blog/crofaifalse/
1•wut42•1h ago•0 comments

Internet Guestbooks: The Rise, Decline, and Afterlife

https://curiouxify.com/internet-guestbooks/
1•mastazi•1h ago•0 comments

An open-source interactive 3D PC Anatomy explore what's inside a computer

https://pc-anatomy.vercel.app/
1•Zeruxe•1h ago•1 comments

Does Scaling Web-Video Pre-Training Help Real Robots Do Real Work?

https://www.rhoda.ai/research/scaling-web-video-pretraining
2•gmays•1h 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