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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

SaaS Record for 2027

1•collinjones2001•1m ago•0 comments

AI trolley users rack up higher basket values and spend longer in store

https://www.citystgeorges.ac.uk/news-and-events/news/2026/june/smart-supermarket-trolleys-linked-...
1•geox•4m ago•0 comments

In-memory security gate for autonomous AI agent tools

https://bartholomew.info
1•itsub_sa•4m ago•0 comments

One job ad, 1000 applicants: How do you stand out in a world of AI job hunters?

https://www.rnz.co.nz/news/personal-finance/1215988/one-job-ad-1000-applicants-how-do-you-stand-o...
4•billybuckwheat•5m ago•0 comments

Long-term melatonin use linked to 90% higher heart failure risk

https://www.sciencedaily.com/releases/2026/08/260829035228.htm
1•elo2000•5m ago•0 comments

A Simple Guide to Five Normal Forms in Relational Database Theory (1982)

https://www.bkent.net/Doc/simple5.htm
2•dargscisyhp•9m ago•0 comments

Squeak 6.1 Release Party UKSTUG, Sep 2nd 18:00 UTC

https://www.meetup.com/ukstug/events/316112369/
1•LinqLover•11m ago•0 comments

Bugs happen: The easy way to compare solo PQ to ECC+PQ

https://blog.cr.yp.to/20260704-bugs.html
1•zdw•13m ago•0 comments

Racial Views of Winston Churchill

https://en.wikipedia.org/wiki/Racial_views_of_Winston_Churchill
2•vinni2•14m ago•0 comments

The AI That Won't Say Who Made It (Unmasking Ox Alpha) [video]

https://www.youtube.com/watch?v=dLTNVM1mhiU
1•emk_709•14m ago•0 comments

Why CephFS commits writes faster than Ceph RBD on the same cluster

https://zozoo.io/aether-shared-filesystem-faster-than-block-storage/
1•zozotk•16m ago•0 comments

Apple Maps Renames Lake Ontario 'Lake America'

https://www.macrumors.com/2026/09/01/apple-maps-lake-america/
3•spdustin•19m ago•3 comments

SKILL.state: Scalable Long-Horizon Agent Skills

https://arxiv.org/abs/2608.26263
1•Hoefner•19m ago•0 comments

Fun weekend project – brand distribution game

https://keepitlive.lol
1•seif-dx•21m ago•1 comments

Fluorescent lamps (don't) have ears

https://blog.coredump.cx/p/fluorescent-lamps-dont-have-ears
2•zdw•21m ago•0 comments

OpenAI to Restrict Astra Model After Rating It 'Critical' Cyber Risk

https://www.wsj.com/tech/ai/openai-to-restrict-astra-model-after-rating-it-critical-cyber-risk-49...
3•bmau5•22m ago•3 comments

Why your agent is better than mine

https://yakko.dev/blog/best-harness-is-your-own-harness
2•yakkomajuri•23m ago•0 comments

Show HN: Fountain – OSS API to give your app a computer it can talk to

https://managoat.com/oss-launch
1•jhgaylor•24m ago•0 comments

failfs

https://docs.kernel.org/filesystems/failfs.html
3•manbash•24m ago•0 comments

Show HN: Compilr.dev Studio – A project brain AI agents write to and people read

https://studio.compilr.dev/welcome/
1•scozzola•25m ago•1 comments

Small Is Beautiful

https://blog.dshr.org/2026/09/small-is-beautiful.html
2•zdw•26m ago•0 comments

Surfmen of the U.S. Life-Saving Service

https://www.nps.gov/calo/learn/historyculture/surfmen.htm
2•Bluestein•27m ago•0 comments

Meta's $17B Settlement Is a Bad Deal for Teens and All Social Media Users

https://www.eff.org/deeplinks/2026/09/metas-17-billion-settlement-bad-deal-teens-and-all-social-m...
3•panarky•29m ago•1 comments

Modernist Tiles with CSS Grid

https://www.carmenansio.com/articles/modernist-tiles-css-grid/
2•eustoria•30m ago•0 comments

I've Been Reading

https://antonyfb.com/blog/reading-straw-world.html
1•jruohonen•32m ago•0 comments

JavaScript / ECMAScript Internationalization (I18n)

https://www.jsi18n.com/
1•eustoria•33m ago•0 comments

Making my blog feel like other people are here

https://keith.is/post/playhtml-shared-header/
1•eustoria•34m ago•0 comments

Claude Fable 5.1 results on ARC-AGI

https://arcprize.org/results/anthropic-claude-fable-5-1
3•matt1•35m ago•3 comments

Aurem – ships real commits to your website from plain English, no coder needed

https://auremcto.com/
2•tjsandhu•36m ago•0 comments

A docs page is a long and complex search query to find AI agents

https://blog.val.town/aeo
3•stevekrouse•36m ago•0 comments