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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

Bitwise conversion of doubles using only FP multiplication and addition

https://dougallj.wordpress.com/2020/05/10/bitwise-conversion-of-doubles-using-only-floating-point...
1•vitaut•1m ago•0 comments

Back to the Roots with Internet Relay Chat

https://rz01.org/irc/
1•exitnode•1m ago•0 comments

GNU C Library 2.43 released

https://lwn.net/Articles/1055757/
1•gtirloni•4m ago•0 comments

'Rescued men still owe hotel bill three weeks later'

https://www.bbc.co.uk/news/articles/c9vx0jrnmejo
1•mellosouls•6m ago•0 comments

Motivation acts as a camera lens that shapes how memories form

https://www.psypost.org/motivation-acts-as-a-camera-lens-that-shapes-how-memories-form/
1•mustaphah•7m ago•0 comments

Zoot Suit Riots

https://en.wikipedia.org/wiki/Zoot_Suit_Riots
1•JojoFatsani•8m ago•0 comments

Show HN: Ask CLI – A simple, open-source tool to get command-line help

1•david-minaya•11m ago•0 comments

Claude Code: Merging Slash Commands into Skills

https://x.com/trq212/article/2014836841846132761
1•mustaphah•11m ago•0 comments

Wine-Staging 11.1 Adds Patches for Enabling Recent Photoshop Versions on Linux

https://www.phoronix.com/news/Wine-Staging-11.1
1•LorenDB•13m ago•0 comments

The "Discombobulator": Unpacking the Physics of the Weapon That Captured Maduro

https://medium.com/@jcanchola1264/the-discombobulator-unpacking-the-physics-and-the-risks-of-the-...
5•mojosam•15m ago•2 comments

Goomics – Google's corporate culture revealed through internal comics [pdf]

https://goomics.net/img/book/goomics_vol_2_first_five_chapters.pdf
3•wallflower•16m ago•0 comments

How AI Is Learning to Think in Secret

https://nickandresen.substack.com/p/how-ai-is-learning-to-think-in-secret
1•cubefox•16m ago•0 comments

Supply Chain Explorer

https://chipexplorer.eto.tech
1•wallflower•16m ago•0 comments

2025 Globalscape: Race for Compute

https://www.accel.com/globalscape
1•gmays•20m ago•0 comments

Gen Z is Nostalgic for the Photo Aesthetic of 2016

https://petapixel.com/2026/01/25/gen-z-is-nostalgic-for-the-photo-aesthetic-of-2016/
1•gbugniot•20m ago•0 comments

China Fertility Facts of the Day

https://marginalrevolution.com/marginalrevolution/2025/12/china-fertility-facts-of-the-day.html
2•surprisetalk•21m ago•0 comments

Defining Groupcore

https://www.ystrickler.com/a-theory-of-groupcore/
1•surprisetalk•21m ago•0 comments

What potent consumer technologies have long remained inaccessible?

https://tsvibt.blogspot.com/2026/01/what-potent-consumer-technologies-have.html
1•surprisetalk•21m ago•1 comments

Show HN: Resurf – a local-first quick capture and personal library for Mac

https://resurf.so
1•deep933•27m ago•0 comments

The four modes of AI-augmented technical writing

https://passo.uno/four-modes-ai-augmented-tech-writing/
1•theletterf•27m ago•0 comments

Sir Mark Tully has died

https://www.telegraph.co.uk/obituaries/2026/01/25/sir-mark-tully-bbc-reporter-delhi-best-loved-in...
2•mikhailfranco•30m ago•1 comments

Adviser of Highest EU Court Backs VPN Neutrality in Anne Frank Copyright Battle

https://torrentfreak.com/adviser-of-eus-highest-court-backs-vpn-neutrality-in-anne-frank-copyrigh...
3•iamnothere•30m ago•0 comments

Ask HN: How to reach out to a commenter under an old submission (nick_m)?

3•jsumn•30m ago•2 comments

Show HN: Vortex-[BitTorrent,CLI] – Fast io_uring BitTorrent lib and TUI

https://github.com/Nehliin/vortex
3•vortex_bit•31m ago•0 comments

My agents are working. Are yours?

https://importai.substack.com/p/import-ai-441-my-agents-are-working
1•gmays•32m ago•0 comments

Show HN: Timer-wheel–based TTL cache for Node.js

https://github.com/m-thenot/tick-cache
1•mtht•35m ago•0 comments

Show HN: Humynize – A tool to fix the rhythmic stiffness of AI writing

https://humynize.pro/
1•dumebioruche•36m ago•1 comments

Using amino acids as fuels to make conductive graphene

https://phys.org/news/2026-01-amino-acids-fuels-graphene.html
1•westurner•43m ago•1 comments

Samsung Galaxy S26 Ultra

https://comuniq.xyz/post?t=753
1•01-_-•44m ago•0 comments

Considering Strictly Monotonic Time

https://matklad.github.io/2026/01/23/strictly-monotonic-time.html
1•birdculture•45m ago•1 comments