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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

How does a president becomes a dictator? By executive order

https://augustafreepress.com/news/john-whitehead-how-does-a-president-becomes-a-dictator-by-execu...
1•allgirl•1m ago•0 comments

Why Simple Everyday Objects Are Impossible to Make [video]

https://www.youtube.com/watch?v=pj0ze8GnBKA
1•areoform•1m ago•0 comments

No-Ham-anuary: a retrospective on reducing my intake of processed meat

https://tomaytotomato.com/no-ham-anuary/
1•tomaytotomato•2m ago•0 comments

NAS file sharing: Why I use both NFS and SMB protocols (2025)

https://www.xda-developers.com/why-use-both-nfs-and-smb-nas-for-file-sharing/
1•sipofwater•2m ago•1 comments

Skimfeed has changed it's url linking

1•markx2•6m ago•0 comments

MCP for a Coffee Machine... Worked!

https://archestra.ai/blog/brew-by-ai
1•motakuk•10m ago•0 comments

TS/JS Type-safe thread pool multithreading using Web Workers

https://github.com/imramkrishna/thready-js
1•handfuloflight•11m ago•0 comments

Show HN: A minimal demo showing coherence collapses when state is transported

https://github.com/jspchp63/rcircuit-phase-engine
1•jspchp63•13m ago•0 comments

I asked an AI to create "Unhackable Code". It gave me this. I'm scared

1•VOIDMAKINA•13m ago•2 comments

Show HN: certgrep – The Certificate Transparency Search Engine

https://certgrep.sh/
2•juxhindb•15m ago•0 comments

AMD Stole Intel's Future: The Untold x86-64 Story [video]

https://www.youtube.com/watch?v=WyX8TO3awfw
1•tosh•16m ago•0 comments

Manifesto claiming responsibility for terror attack on energy infrastructure [D]

https://www.berliner-zeitung.de/news/stromterror-in-berlin-das-bekennerschreiben-im-wortlaut-li.1...
1•FrojoS•16m ago•0 comments

Signal Contingency Plan (DeltaChat)

https://signal-contingency-plan.info/
1•xeonmc•16m ago•1 comments

DeGoogled Phones Reviews

https://tuta.com/blog/degoogled-phones
5•nreece•17m ago•0 comments

Directional Searching for Light Dark Matter with Quantum Sensors [pdf]

https://journals.aps.org/prl/abstract/10.1103/cwx5-2n1y
1•thunderbong•19m ago•0 comments

Show HN: I Built the Redis GUI Tool as an Alternative to RedisInsight - Redimo

https://www.redimo.dev
1•shh6155•25m ago•0 comments

Watching myself say things I would never say. Deepfake menace we must confront

https://www.theguardian.com/commentisfree/2026/jan/05/deepfakes-youtube-menace-yanis-varoufakis
2•defrost•25m ago•1 comments

ECB’s digital euro project faces decisive vote in 2026

https://www.ft.com/content/99a7b61b-c5df-4794-8c5f-2e3acd291333
1•nutjob2•30m ago•0 comments

Decorative Cryptography

https://www.dlp.rip/decorative-cryptography
19•todsacerdoti•35m ago•1 comments

Unifying QFT and GR Through Topologically Protected Gauge Theory

https://www.academia.edu/145737035/The_Renormalization_of_Gravity_Resolving_the_Goroff_Sagnotti_D...
1•MohskiBroskiAI•36m ago•0 comments

FL Studio Linux Setup Guide

https://github.com/Torbuntu/fl-studio-linux-setup
1•luckys•38m ago•0 comments

The Death and Rebirth of Programming – The Phoenix Architecture

https://aicoding.leaflet.pub/3malrv6poy22a
1•kiyanwang•40m ago•0 comments

The Naibbe cipher: encrypts Latin and Italian as Voynich-like ciphertext

https://www.youtube.com/watch?v=ByARtG-GUPo
1•omega3•41m ago•1 comments

Microsoft Office renamed to "Microsoft 365 Copilot app"

https://www.office.com
5•LeoPanthera•41m ago•3 comments

League of Legends Client rendered unusable after 10 year certificate expired

https://gamefragger.com/pc/moba/league-of-legends/league-of-legends-global-login-outage-expired-c...
1•dracotomes•43m ago•0 comments

Show HN: Spectra – Visuals should be infrastructure, not manual work

2•JannikJung•47m ago•0 comments

FreeBSD Home NAS, part 5: ZFS pools, datasets, snapshots, and monitoring ZFS he

https://rtfm.co.ua/en/freebsd-home-nas-part-5-zfs-pool-datasets-snapshots-and-zfs-monitoring/
2•todsacerdoti•47m ago•0 comments

Show HN: Kandinsky AI Video Generator

https://www.kandinskyai.com
1•Zach_HE•47m ago•0 comments

Swan Upping

https://en.wikipedia.org/wiki/Swan_upping
1•cyode•49m ago•0 comments

Voice Coding on iPad with Claude

https://www.youtube.com/watch?v=Rptvh534lI4
2•siwakotisaurav•50m ago•1 comments