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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

Is AI the End of Math as We Know It?

https://www.quantamagazine.org/is-ai-the-end-of-math-as-we-know-it-20261005/
1•maxall4•3m ago•0 comments

Leading Chinese mathematicians unite behind use of AI in research

https://www.scmp.com/news/china/science/article/3370492/leading-chinese-mathematicians-unite-behi...
2•E-Reverance•6m ago•0 comments

A.I. Music Fraudster Who Drew Millions in Royalties Is Sentenced to 18 Months

https://www.nytimes.com/2026/10/07/arts/music/ai-music-fraud-royalties-sentence.html
1•lxm•12m ago•0 comments

Normal Bad Work

https://terrytao.wordpress.com/2026/10/12/this-is-normal-bad-work/
2•smilelamp•13m ago•1 comments

In 5 years, 95% of tokens used by AI agents will be for tasks humans never did

https://twitter.com/levie/status/1986620885592113218
4•andsoitis•15m ago•0 comments

Available now: 0.5 MW of colo capacity for B300s

https://ardus.ai/
1•nasim_nosiroff•15m ago•0 comments

Ontology SDK

https://www.palantir.com/docs/foundry/ontology-sdk/overview
2•enjoyyourlife•20m ago•0 comments

Learn LEAN 4 Theorem Proving in an easy game

https://adam.math.hhu.de/#/g/leanprover-community/NNG4
2•samagra14•23m ago•0 comments

When to Use Vulnerability Assessments, Pentesting, Red Teams, and Bug Bounties

https://danielmiessler.com/blog/when-vulnerability-assessments-pentesting-red-team-bug-bounties
2•tknisley•25m ago•0 comments

The Most Overlooked Taste in the World [video]

https://www.youtube.com/watch?v=zC1v19wfoTA
1•pinkmuffinere•27m ago•0 comments

Multiplayer Pong over SSH

https://antics.gg/ssh
3•thatslast•30m ago•0 comments

No More Camera Glasses – Even Realities

https://www.evenrealities.com/blogs/stories/no-more-camera-glasses-by-will-wang-founder-ceo-even-...
2•tash_2s•33m ago•0 comments

NAZA: Netanyahu orders identification and prosecution of film's interviewees

https://www.theguardian.com/film/2026/oct/12/naza-netanyahu-orders-identification-prosecution-int...
10•hebelehubele•36m ago•1 comments

OpenAI algorithm for the FFT is less a breakthrough and more a malicious exploit

https://www.argmin.net/p/faster-fourier-transforms
7•mochomocha•41m ago•0 comments

Climate Finder

https://weather.theojaffee.net/
3•bonefishgrill•41m ago•0 comments

Why does checking for software updates often take so long?

5•nick_•42m ago•1 comments

Lüften, or 'home burping,' yields sweet smell of success for your home

https://www.cpr.org/2026/06/24/home-burping-brings-outdoor-air-inside/
2•andsoitis•43m ago•0 comments

Leaving Tech

https://ryanbigg.com/2026/10/leaving-tech
100•jonahx•48m ago•74 comments

Kioxia, SanDisk show off the tiny chip which could go in first 1 PB SSD

https://www.techradar.com/pro/kioxia-sandisk-show-off-the-tiny-chip-which-could-go-in-worlds-firs...
6•peter_d_sherman•55m ago•0 comments

Woman who rescued injured crow keeps getting 'thank-you gifts' from birds [video]

https://www.youtube.com/watch?v=sjNpfz4UzqU
3•johnnyApplePRNG•55m ago•0 comments

Show HN: BellRun. Gamified Stock Trading

https://bellrun.com/office
3•twism•56m ago•0 comments

IsEven API

https://isevenapi.xyz/
5•basilikum•57m ago•3 comments

Army turning to AI in its fight against biological threats

https://defensescoop.com/2026/10/12/army-turning-to-ai-in-its-fight-against-biological-threats/
4•snarky-comments•58m ago•0 comments

Asus Hyper M.2 x16 Gen5 PCIe Card – up to four NVMe M.2 SSD's at up to 512 Gbps

https://www.asus.com/us/motherboards-components/motherboards/accessories/hyper-m-2-x16-gen5-card/
9•peter_d_sherman•1h ago•0 comments

Astrocytic Clock Controls Circadian PNN Remodeling, Synapse Strength, Learning

https://onlinelibrary.wiley.com/doi/10.1002/glia.70213
3•randomImmigrant•1h ago•1 comments

China Overtakes U.S. For First Time as Top Spender on R&D in 2024

https://japannews.yomiuri.co.jp/science-nature/science/20260908-347742/
43•mushstory•1h ago•12 comments

Show HN: MEF LLM Studio – Learn how LLMs generate text, token by token

https://www.mef-llm-studio.com/en/
4•walti1972•1h ago•0 comments

RustGIS – GIS in pure Rust for mapping, analyzing and sharing geospatial data

https://rustgis.app/
2•carnevalem•1h ago•0 comments

Could steam help California strawberry farmers grow more with fewer chemicals?

https://www.latimes.com/business/story/2026-10-09/could-steam-help-california-strawberry-farmers-...
4•thunderbong•1h ago•0 comments

I gave 16 IA's control of the AI nations in Humankind

https://mod.io/g/humankind/m/realpolitik
3•lcaresia•1h ago•0 comments