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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo 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•8mo 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•8mo 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

ChatPRD/lennys-podcast-transcripts: Transcripts from all Lenny's podcasts

https://github.com/ChatPRD/lennys-podcast-transcripts
1•emreb•1m ago•0 comments

Can explicit logic-tree reasoning be considered a "Core of XAI"?

https://TreeOfKnowledge.eu
1•JAnicaTZ•1m ago•1 comments

I Built Videos with Soro2

https://soro2.net
1•xbaicai•1m ago•1 comments

Show HN: See the best daily US stock trades with entry and exit timing

https://www.finsuba.com/blog/
1•asteroidandy•2m ago•0 comments

Show HN: GitHug – Discover new GitHub users

https://githug.link
1•daviducolo•4m ago•0 comments

Zuckerberg Launches Meta Compute, plans to build hundreds of gigawatts

https://www.threads.com/@zuck/post/DTa3-B1EbTp
1•ppsreejith•5m ago•0 comments

Show HN: Run LLMs in Docker for any language without prebuilding containers

https://github.com/mheap/agent-en-place
2•mheap•7m ago•0 comments

Show HN: Arche Resizer – a fast browser tool to resize images without uploads

https://arche-resizer.vercel.app/
1•SRMohitkr•7m ago•0 comments

Xinjiang whistleblower faces deportation to China

https://www.dw.com/en/xinjiang-whistleblower-faces-deportation-to-china-lawyer/a-75475876
1•perihelions•8m ago•0 comments

Interrail/Eurail data security breach

https://www.interrail.eu/en/ni/data-security-incident
1•beanslover•8m ago•0 comments

How to Find the Real Decision Makers in Nova Scotia Government

https://scotiasignal.ca/blog/how-to-find-decision-makers-nova-scotia-government
1•5eva•9m ago•0 comments

Fast and flexible observability with canonical log lines (2019)

https://stripe.com/blog/canonical-log-lines
1•tosh•10m ago•0 comments

AI Hairstyle Changer

https://hairstyleaichanger.com/
1•Fsen•10m ago•1 comments

Ask HN: What's your opinion on a VR/XR business?

1•izwasm•10m ago•0 comments

NCSA (National Center for Supercomputing): The unsung hero of Internet history

https://dfarq.homeip.net/ncsa-the-unsung-hero-of-internet-history/
2•giuliomagnifico•11m ago•0 comments

Becoming a Whorelord: The Overly Analytical Guide to Escorting (2021)

https://knowingless.com/2021/10/19/becoming-a-whorelord-the-overly-analytical-guide-to-escorting/
2•KolmogorovComp•13m ago•0 comments

Wikipedia founder Jimmy Wales on trust and optimism

https://www.nature.com/articles/d41586-026-00083-0
1•sohkamyung•14m ago•0 comments

Show HN: Claude Code Supervisor – Auto review and prevent agent stop

https://github.com/guyskk/claude-code-supervisor
1•guyskk•15m ago•0 comments

New Workday Research: Companies Are Leaving AI Gains on the Table

https://investor.workday.com/news-and-events/press-releases/news-details/2026/New-Workday-Researc...
1•_____k•15m ago•0 comments

Why NUKEMAP isn't on Google Maps anymore

https://blog.nuclearsecrecy.com/2019/12/13/why-nukemap-isnt-on-google-maps-anymore/
7•fanf2•24m ago•0 comments

V8 vs. Spidermonkey, or Firefox Processes 200k Years Where Chrome Fails

https://old.reddit.com/r/firefox/comments/1qc4hfm/v8_vs_spidermonkey_or_firefox_processes_200k/
3•csmantle•24m ago•0 comments

Show HN: Most app ideas fail, so I built a list of apps that work

https://clonetheapp.vercel.app
3•hasibhaque•25m ago•0 comments

Edsel Ford's Art Deco Hot Rod Gets Remade in Carbon Fiber

https://www.thedrive.com/news/edsel-fords-art-deco-hot-rod-gets-remade-in-carbon-fiber
2•PaulHoule•27m ago•0 comments

2 in 3 Americans Are Still Making These Dangerous Password Mistakes in 2026

https://www.passwordmanager.com/2-in-3-americans-are-still-making-these-obvious-and-dangerous-pas...
3•giuliomagnifico•30m ago•0 comments

Claude is down – Jan 14th 2026

5•rubymamis•35m ago•0 comments

Are Seed Oils Bad for You? Debunking a Viral Social Media Myth

https://www.scientificamerican.com/podcast/episode/are-seed-oils-bad-for-you-debunking-a-viral-so...
1•quapster•36m ago•0 comments

Matthew McConaughey Trademarks Himself to Fight AI Misuse

https://www.wsj.com/tech/ai/matthew-mcconaughey-trademarks-himself-to-fight-ai-misuse-8ffe76a9
1•impish9208•36m ago•1 comments

The Six Patterns That Cover Everything

https://github.com/siy/coding-technology/blob/main/articles/six-patterns-that-cover-everything.md
2•siy•36m ago•1 comments

China's customs agents told Nvidia's H200 chips are not permitted

https://www.reuters.com/world/china/chinas-customs-agents-told-nvidias-h200-chips-are-not-permitt...
4•zerosizedweasle•36m ago•0 comments

All you need is Wide Events, not "Metrics, Logs and Traces" (2024)

https://isburmistrov.substack.com/p/all-you-need-is-wide-events-not-metrics
2•tosh•37m ago•0 comments