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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

Increasing the lot sizes of our digital homes

https://thinking-with-portals.leaflet.pub/3mrpswcfilk27
1•demux•49s ago•0 comments

EVE Online virtual space war costs gamers £400k

https://www.bbc.com/news/articles/cnvp7364q5no
1•speckx•1m ago•0 comments

Defending American Information; US Communications Security Policy Since 1945

https://www.nsa.gov/Press-Room/News-Highlights/Article/Article/4545295/defending-american-informa...
1•atlasunshrugged•2m ago•0 comments

Kids Are Kind of All Right

https://www.newyorker.com/news/fault-lines/the-kids-are-kind-of-all-right
1•petethomas•2m ago•0 comments

Free Formatter – Online coding tools website shuts down after 10 years

https://www.freeformatter.com/
1•thatsnotmepls•4m ago•0 comments

Whats Going On

1•lucasabilidebob•6m ago•1 comments

Show HN: NoClick – Build always-on agents with your existing AI subscriptions

https://www.noclick.com/
1•dhruvyads•6m ago•0 comments

Citizen of the Galaxy (full text) by Robert Heinlein

https://metallicman.com/laoban4site/citizen-of-the-galaxy-full-text-by-robert-heinlein-2/
1•speckx•7m ago•0 comments

Apple Retires iPhone Upgrade Program for Klarna-Backed Leases

https://www.macrumors.com/2026/07/28/apple-upgrade-program-klarna/
1•ksec•8m ago•1 comments

Octane: React's programming model compiled without a virtual DOM

https://octanejs.dev/
1•blweiner•8m ago•1 comments

Deserts face unprecedented flash flooding

https://www.nature.com/articles/d41586-026-02349-z
1•Brajeshwar•9m ago•0 comments

Synergize: A Turing complete esolang inspired by too many meetings

https://github.com/voidnullvalue/synergize
1•voidnullvalue•9m ago•0 comments

Basics of Understanding Chess

https://www.youtube.com/watch?v=obCtTZdL9Bo
1•sultanbasitkhan•11m ago•0 comments

Show HN: Cynative – Read-only CLI in Go that explains your live infrastructure

https://github.com/cynative/cynative
3•szin•11m ago•1 comments

We Cannot 100% Trust AI-Generated Output: A Concrete Example

https://giodicanio.com/2026/07/28/why-we-should-double-check-the-ai-output-a-bug-which-wasnt/
2•movd128•11m ago•1 comments

Why Are Gay Bars Building Databases of Their Patrons?

https://www.eff.org/deeplinks/2026/07/why-are-gay-bars-building-databases-their-patrons
4•hn_acker•14m ago•0 comments

Forensic Statistics in Python

https://www.johndcook.com/blog/2026/07/21/forensic-accounting-in-python/
2•ibobev•14m ago•0 comments

Excel Column Numbering

https://www.johndcook.com/blog/2026/07/25/excel-column-numbering/
1•ibobev•14m ago•0 comments

Cryptographic Keys and Decks of Cards

https://www.johndcook.com/blog/2026/07/28/keys-and-cards/
1•ibobev•14m ago•0 comments

The first autonomous fleet to turn your Intent into production systems

https://intentlab.ai/blog/turn-your-intent-into-production-systems
1•hi9•17m ago•0 comments

Wrapping the transverse foot arch improves running economy (2025)

https://journals.biologists.com/jeb/article-abstract/228/15/jeb250566/368675/Wrapping-the-transve...
1•bookofjoe•18m ago•0 comments

San Francisco mayor backs national robotaxi rules after Waymo meltdowns

https://www.politico.com/news/2026/07/28/san-francisco-waymo-washington-01013227
2•rurp•18m ago•0 comments

Weaponized Germs Are Deadly, Unstoppable, and Real

https://www.nytimes.com/2026/07/27/books/review/biological-war-annie-jacobsen.html
2•jibcage•19m ago•0 comments

Archive Public Hugging Face Models and Datasets as Immutable, Verifiable Trees

https://github.com/wtcross/hfcache
1•wtcross•20m ago•2 comments

The More You Buy, the More You Lose

https://www.wheresyoured.at/the-more-you-buy-the-more-you-lose/
3•crescit_eundo•21m ago•0 comments

Does every question mark deserve a Betteridge?

https://dynomight.substack.com/p/betteridge
1•crescit_eundo•22m ago•0 comments

Conway's Game of Life Using Only the Mongo Shell

https://visualeaf.com/blog/conways-game-of-life-just-using-mongo-shell/
3•Jacky101•22m ago•0 comments

Hugging Face CEO calls for transparency after unprecedented OpenAI hack

https://techcrunch.com/2026/07/26/hugging-face-ceo-calls-for-radical-transparency-after-unprecede...
1•buredoranna•23m ago•0 comments

Kimi K3 by Moonshot now available on Modal

https://modal.com/blog/kimi-k3-by-moonshot-now-available-on-modal
1•yogthos•23m ago•0 comments

Turns out the best time to post on Hacker News is when there's least competition

https://marigold.page/d/the-best-time-to-post-on-hacker-news-is--te4ghs
1•fachonrenpure•26m ago•1 comments