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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

PersonalDrive: Personal Cloud Storage

https://personaldrive.xyz/
1•thunderbong•2m ago•0 comments

Implementation of "Writing a C compiler" in Zig

https://github.com/igor84/wcc
2•rguiscard•3m ago•0 comments

Toyota pump tech could be key to hydrogen-combustion practicality

https://www.autocar.co.uk/car-news/technology/toyota-pump-tech-could-be-key-hydrogen-combustion-p...
1•breve•5m ago•0 comments

Track you Claude Code usage in dollars

https://www.claudeusage.com/leaderboard
1•bazarkua•6m ago•0 comments

Seamless iPad (or any device that can run a web browser) drawing into org-mode

https://github.com/larrasket/org-pad.el
1•lr0•12m ago•0 comments

China cracks down on AI companions, forcing millions to break up

https://www.abc.net.au/news/2026-07-19/china-cracks-down-on-artificial-intelligence-companions/10...
1•defrost•13m ago•1 comments

Archaeologists found Homer's Iliad inside a 1,600-year-old Egyptian mummy

https://www.sciencedaily.com/releases/2026/07/260713084918.htm
2•NordStreamYacht•26m ago•0 comments

IceCream – Never use print() to debug again

https://github.com/gruns/icecream
1•gregsadetsky•27m ago•0 comments

Claude Is Painful

5•kderbyma•28m ago•3 comments

Deepsec

https://github.com/vercel-labs/deepsec
1•handfuloflight•33m ago•0 comments

AI Mania Is Eviscerating Global Decision-Making

https://ludic.mataroa.blog/blog/ai-mania-is-eviscerating-global-decision-making/#fnref:3
4•subset•37m ago•1 comments

Prompt Injection Attacks Are Thwarting AI Hacking Agents

https://arstechnica.com/security/2026/07/now-defenders-are-embracing-the-prompt-injection-too/
1•sbulaev•39m ago•1 comments

Doctors question evidence behind Pentagon plan for testosterone screening

https://www.theguardian.com/us-news/2026/jul/18/us-military-testosterone-screening-doctors
1•wslh•41m ago•1 comments

University of Illinois is insuring itself against a drop in Chinese students

https://www.chicagobusiness.com/education/university-illinois-insurance-decline-chinese-enrollment/
2•MaysonL•42m ago•1 comments

AI as Normal Technology

https://knightcolumbia.org/content/ai-as-normal-technology
1•elsewhen•43m ago•0 comments

Ergonomic keyboard generator with hand scanning

https://ryanis.cool/cosmos/
1•ffin•46m ago•0 comments

My app just got approved by the App Store

https://apps.apple.com/us/app/kleios/id6765974356
2•idclark34•50m ago•5 comments

No, an AI cannot know the future and never will..

https://pulkitsharma.substack.com/p/no-an-ai-cannot-know-the-future-and
1•pulkitsh1234•51m ago•0 comments

Cash is king again at Tokyo's bars after credit processor fails

https://www.japantimes.co.jp/business/2026/07/14/companies/zentoshin-kabukicho-bar-cash/
1•mikhael•51m ago•0 comments

Flightwake – a flight recorder for AI coding agents, not a navigator

https://github.com/kaiwutech-TW/flightwake
1•kaiwuTW•52m ago•0 comments

Superformula

https://en.wikipedia.org/wiki/Superformula
2•elsewhen•55m ago•0 comments

Social media algorithms: accumulated aesthetic artifacts

https://henderson.lol/posts/202607-social-media-algorithms-accumulated-aesthetic-artifacts
3•hendersonreed•1h ago•0 comments

Cloud providers are out of B200 GPUs after the Inkling release

https://twitter.com/Akashi203/status/2078615659366252877
4•Jr23_xd•1h ago•2 comments

Better and Cheaper Than IPTV

https://github.com/stupside/castor
21•xonery•1h ago•6 comments

Lobsters Interview with matheusmoreira about Lone Lisp

https://alexalejandre.com/interviews/interview-with-matheus-moreira/
4•birdculture•1h ago•1 comments

Show HN: EnviousWispr, an open-source Wispr Flow alternative for macOS

https://github.com/saurabhav88/EnviousWispr
1•EnviousLabs•1h ago•0 comments

I built code-repair training data and shipped the eval so you can rerun it

https://huggingface.co/datasets/TrueSET/verified-code-repair
1•TrueSET_Data•1h ago•2 comments

Miserere (Allegri)

https://en.wikipedia.org/wiki/Miserere_(Allegri)
2•thunderbong•1h ago•0 comments

AI Assisted Vulnerability Research on Embedded Targets

https://quentinkaiser.be/security/2026/07/18/ia-assisted-vuln-research/
1•snorbleck•1h ago•0 comments

Cmpunlocker – Unlock Full GA100 Compute and 64GB HBM2e on the Nvidia CMP 170HX

https://github.com/amoghmunikote/cmpunlocker
1•amoghmunikote•1h ago•0 comments