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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

The deadliest poison known to AI

https://iocaine.madhouse-project.org/
1•jruohonen•3m ago•0 comments

Show HN: I put my Claude Code rate-limit burndown in the status line

https://www.aimhuge.com/blog/claude-code-status-line
1•fotoflo•4m ago•0 comments

Show HN: Organizer Timelines for everything you want to remember

https://www.useorganizer.com/
1•mcapodici•10m ago•0 comments

Flutter OTA Code Push, Shorebird Alternative Open Source Flutter Patcher

https://github.com/xuelinger2333/flutter_patcher
1•faangguyindia•15m ago•1 comments

Is this the correct interpretation? (users use too many tabs?)

https://ux.stackexchange.com/questions/123870/why-do-browsers-allow-users-to-open-more-tabs-than-...
1•LearnYouALisp•25m ago•3 comments

Nvidia/Nvidia-Nemotron-3-Ultra-550B-A55B-BF16

https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16
2•geoffbp•25m ago•0 comments

IMF warns inflation risks remain elevated ahead of Fed meeting

https://www.reuters.com/world/imf-urges-fed-caution-inflation-warsh-prepares-chair-first-policy-m...
1•latentframe•27m ago•0 comments

Bumblebees have tiny brains but can solve problems like chimps and elephants

https://www.npr.org/2026/06/07/nx-s1-5846947/bumblebees-problem-solving-research
1•RyeCombinator•27m ago•0 comments

SDSU Wired Its Dorms with 1,300 AI Cameras Without Telling Students

https://reclaimthenet.org/sdsu-adds-1300-ai-cameras-330-in-student-dorms
2•iamnothere•29m ago•0 comments

PEP 668 – Marking Python base environments as "externally managed"

https://peps.python.org/pep-0668/
1•thatxliner•33m ago•0 comments

Technical details of the attack described by Markoff in NYT

http://www.kohala.com/start/shimomura.95jan25.txt
2•jruohonen•36m ago•0 comments

1k Data Breaches Later, the Disclosure Lag Is Worse

https://www.troyhunt.com/1000-data-breaches-later-the-disclosure-lag-is-worse-than-ever/
5•882542F3884314B•36m ago•0 comments

Linux 7.1-rc7: give rc7 a whirl and keep testing

https://lwn.net/Articles/1076834/
1•zdkaster•43m ago•0 comments

how we are scaling opencomputer to 1M sandboxes

https://twitter.com/motatoeshq/status/2063679701873492299
1•iacguy•43m ago•0 comments

LyvaiList: Transforms the browser's new tab into a visual bookmark manager

https://github.com/kindalazysloth/LyvaList
1•thunderbong•54m ago•0 comments

Show HN: One resume for one job description

https://nailtherole.com
1•tigerkid•54m ago•0 comments

A theoretical reconstruction of the Mythos architecture from first principles

https://github.com/kyegomez/OpenMythos
4•yogthos•57m ago•0 comments

Running an AI-native engineering org

https://claude.com/blog/running-an-ai-native-engineering-org
1•lxm•58m ago•0 comments

90210 – running the show without property tax

https://github.com/Achint08/90210
16•starboyy•1h ago•10 comments

I built a domain registrar that shows renewal prices before you register

https://domainvetting.com/
2•jonbuilds•1h ago•0 comments

Are Memories Transferable – Or Edible?

https://www.quantamagazine.org/are-memories-transferable-or-edible-20260605/
1•pseudolus•1h ago•0 comments

Dopamine Fracking

https://igerman.cc/blog/dopamine-fracking/
2•igmn•1h ago•0 comments

New Medicaid work rule worries patient advocates, states

https://www.politico.com/news/2026/06/07/how-sick-is-sick-enough-new-medicaid-work-rule-worries-p...
1•petethomas•1h ago•0 comments

Show HN: Authmeta.dev – the OAuth inspector you wish you had

https://authmeta.dev/
1•buildwithdennis•1h ago•0 comments

Letter complaining about delay in postal delivery in Victorian London-8 May 1881

https://www.victorianlondon.org/communications/frequency.htm
1•thunderbong•1h ago•0 comments

When Trump Jawbones the Market, Bet Against Him at Your Peril

https://www.wsj.com/economy/when-trump-jawbones-the-market-bet-against-him-at-your-peril-92825a3e
3•petethomas•1h ago•1 comments

Show HN: TeardownHQ, teardowns/playbooks of how indie startups grew

https://teardownhq.io
4•arogers17•1h ago•3 comments

Barcelona's Sagrada Família Nears Completion–and Inflames a Tourism Backlash

https://www.wsj.com/world/europe/barcelonas-sagrada-familia-nears-completionand-inflames-a-touris...
2•petethomas•1h ago•0 comments

Jeff Bezos Is Funding a Wild Hunt for the Brain's 'Core Algorithm'

https://www.wired.com/story/jeff-bezos-is-funding-a-wild-hunt-for-the-brains-core-algorithm/
7•uxhacker•1h ago•4 comments

Cremona Art Week

https://0100101110101101.org/show-cremona-art-week/
1•jruohonen•1h ago•0 comments