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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

A defunct email service as a template for campus AI

https://nathanschneider.info/2026/05/a-defunct-email-service-as-a-template-for-campus-ai/
1•ntnsndr•3m ago•0 comments

Why should a Trace-ID be 128 bits?

https://newsletter.signoz.io/p/why-should-a-trace-id-be-128-bits
1•pranay01•4m ago•0 comments

Dmitry Senin - I escaped Vladimir Putin in the belly of a dead cow

https://www.telegraph.co.uk/world-news/2026/05/14/dmitry-senin-russia-fsb-escaped-putin-in-dead-cow/
1•canucker2016•8m ago•0 comments

reCAPTCHA Mobile Verification Is Bringing the Play Integrity API to Desktops

https://discuss.grapheneos.org/d/35428-recaptcha-mobile-verification-is-bringing-the-play-integri...
2•Cider9986•9m ago•0 comments

Ask HN: What is shared across participants within "AI-native" environments?

1•juun_roh•12m ago•0 comments

Wide-Band Subharmonic Modeling

https://queuesevenm.wordpress.com/2026/05/14/wide-band-subharmonic-modeling/
1•q7m•17m ago•0 comments

Browser HTTP Leak Test

https://raw.githubusercontent.com/cure53/HTTPLeaks/main/leak.html
1•1vuio0pswjnm7•19m ago•0 comments

What if websites were callable like APIs?

https://github.com/weekend-project-space/openwalk
2•zhugeyangyang•19m ago•1 comments

We're Building Neal Stephenson's Primer

https://github.com/hherb/primer
1•hherb•22m ago•1 comments

Mullvad exit IPs are surprisingly identifying

https://tmctmt.com/posts/mullvad-exit-ips-as-a-fingerprinting-vector/
5•RGBCube•25m ago•0 comments

Explore PPP Loans on an interactive map

https://www.ppploanmap.com/
2•zarie•25m ago•0 comments

Laid-off Oracle workers tried to negotiate better severance. Oracle said no

https://techcrunch.com/2026/05/08/laid-off-oracle-workers-tried-to-negotiate-better-severance-ora...
1•dskrvk•26m ago•0 comments

Switch to Codex

https://chatgpt.com/codex/switch-to-codex/
5•dragonsenseiguy•30m ago•1 comments

AI co-mathematician: Accelerating mathematicians with agentic AI

https://arxiv.org/abs/2605.06651
1•aoki•38m ago•0 comments

The Efficiency Moat: Why China Is Beating the U.S. on AI and Everything Else

https://www.thebignewsletter.com/p/the-efficiency-moat-why-china-is
4•connor11528•43m ago•0 comments

AI music generator so YouTubers never get copyright strikes

https://dmitrithegamer.github.io/soundcraft/
1•soundcraftai•49m ago•0 comments

LLMs can't read PDFs in 2026?

https://musings-mr.net/post/where-state-of-the-art-fails
2•mrkiouak•51m ago•1 comments

WordPress Lost 19% of the Internet to AI [video]

https://www.youtube.com/watch?v=0tFRdZWmGdc
1•mgh2•54m ago•0 comments

Agentic Search Models

https://softwaredoug.com/blog/2026/05/11/the-new-agentic-search-models.html
1•gmays•56m ago•0 comments

Gargoyle, a Decade Later

https://lospino.so/blog/gargoyle-a-decade-later/
1•jalospinoso•57m ago•0 comments

Big Shot On The East Coast: The History of the Zoo York Mixtape

https://daily.redbullmusicacademy.com/2013/07/zoo-york-mixtape-feature/
1•marysminefnuf•58m ago•0 comments

Monero's Biggest Privacy Upgrade Is Almost Here: Justin Berman on FCMP Stressnet

https://youtube.com/M2rbsjTSFt8?t=52
1•Cider9986•1h ago•1 comments

GPT convinced me there was a bug in my code before a freeze

https://www.droppedasbaby.com/posts/2602-02/
1•offbyone42•1h ago•0 comments

I resurrected the web from the past and it got weird

https://slopcities.com/
3•ZenBlender•1h ago•1 comments

Bumble Is Removing the Swipe Feature, Will Use AI in New Launch

https://www.eonline.com/news/1431973/bumble-removing-swipe-feature-will-use-ai-in-new-launch
1•mgh2•1h ago•0 comments

Find vendors used by any company

https://sub-processors.com/subprocessor/elasticsearch
2•chatmasta•1h ago•0 comments

Ask HN: When will you be concerned on layoffs?

4•piratesAndSons•1h ago•0 comments

Restartable Sequences, TCMalloc, and Hyrum's Law

https://lwn.net/Articles/1070072/
1•signa11•1h ago•0 comments

Caltrans Explores High-Speed Bus Network to Complement Rail System

https://www.kqed.org/news/12083467/caltrans-explores-high-speed-buses-as-alternative-to-rail-in-c...
3•rawgabbit•1h ago•1 comments

Popular node-ipc NPM Package Infected with Credential Stealer

https://socket.dev/blog/node-ipc-package-compromised
1•csmantle•1h ago•0 comments