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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

Fencing Tournament Management is Brought to 2026

https://parrypost.dev/
1•mpelli•1m ago•0 comments

Lettera, a native, refined Markdown editor for macOS

https://lettera.md/
1•FinnLobsien•3m ago•0 comments

Preschoolers search semantic networks in broader more variable ways than adults

https://osf.io/preprints/psyarxiv/qpj6n_v2
1•sebg•8m ago•0 comments

Drug-Free Immunotherapeutic Biomimetic Nanoparticles for Treating Breast Cancer

https://pubs.acs.org/doi/10.1021/acsnano.5c18774
1•wslh•9m ago•0 comments

The Lorem Ipsum Mystery [video]

https://www.youtube.com/watch?v=kL1PDqzqhM4
1•latexr•12m ago•0 comments

I Bought a 2004 iPod in 2026

https://chrissy.dev/notes/i-bought-a-2004-ipod-in-2026/
1•stog•12m ago•0 comments

The world may not like Trump's Gaza plan – but there is no alternative

https://www.ft.com/content/2472e584-758b-4a3f-83d1-9fba042a9312
1•JumpCrisscross•13m ago•0 comments

Using Code Maps

https://github.com/SymbolGroundingFramework/SGF-manifest/tree/main/wml-spec
2•jstakelum•15m ago•2 comments

Electric schnoz can smell when your food's gone bad

https://news.berkeley.edu/2026/06/17/the-nose-knows-electric-schnoz-can-smell-when-your-foods-gon...
3•gmays•16m ago•0 comments

First Landing: Why They Come Here to Build

https://www.lighthousehq.com/first-landing
1•spking•18m ago•0 comments

Data Engineering Acquisitions (2022-2026)

https://www.ssp.sh/brain/data-engineering-acquisitions/
1•sebg•21m ago•0 comments

How Stephen Colbert's Replacement Is Helping Tank the Rest of CBS

https://www.thedailybeast.com/obsessed/how-stephen-colberts-replacement-is-helping-tank-the-rest-...
4•Amorymeltzer•23m ago•0 comments

Show HN: Clear lang – The spec is the code

https://sahin.io/clear/
2•sahin•26m ago•0 comments

Peptides Fuel a Multibillion-Dollar Startup Race

https://www.bloomberg.com/features/2026-peptide-legalization-gold-rush/
4•Anon84•27m ago•0 comments

Unpatchable Apple Bootrom Exploit for Devices Released 2018-2021

https://github.com/prdgmshift/usbliter8
1•tech234a•28m ago•0 comments

Inflect-Nano, a 4.63M-parameter local TTS model with its own vocoder

https://huggingface.co/owensong/Inflect-Nano-v1
1•Lihh27•29m ago•0 comments

Everything Is BOM: Bill of Materials Encyclopedia

https://bomwiki.com/
2•sebg•31m ago•0 comments

Accenture shares fall to lowest since 2017 as AI threat mounts

https://www.ft.com/content/9f063b07-da39-4feb-92ab-ee0f91385c62
6•root-parent•32m ago•1 comments

Never Waste a Token

https://sunilpai.dev/posts/never-waste-a-token/
2•gmays•33m ago•0 comments

Experimental Rust DRM driver targets modern DisplayLink hardware

https://www.phoronix.com/news/Experimental-Vino-DRM-Driver
2•logickkk1•37m ago•0 comments

Show HN: Veneerly – See your own face with veneers before you commit

https://www.tryveneerly.com/
2•dsstudios•39m ago•0 comments

London Heathrow Expansion Masterplan [pdf]

https://assets.publishing.service.gov.uk/media/6a33041e00ff27f06e3ef9df/proposed-draft-revision-t...
2•jupin•40m ago•1 comments

Healthcare workers emailed about a day off — but it was a cybersecurity test

https://www.cbc.ca/news/canada/newfoundland-labrador/nlhs-phishing-email-9.7238374
3•ChrisArchitect•42m ago•1 comments

Memory Model V3 – LTM/STM Architecture with AEIL Compression for AI

https://github.com/anthonystaiger8-bit/memory-model
2•Anthonystaiger•43m ago•0 comments

Livespace: Making the Web come Alive

https://jasebroderick.substack.com/p/livespace-making-the-frontend-come
2•jobroder95•44m ago•0 comments

Opensource: Gibraltar Legal, Regulatory and Compliance Osint Skills File (AI)

https://github.com/Flipsta/Giblegal/blob/main/Gibraltar%20Legal%20Regulatory%20Compliance%20OSINT...
2•PhilipV•44m ago•1 comments

Show HN: Are You in the Weights?

https://www.intheweights.com/
28•turtlesoup•46m ago•10 comments

Crundi – a self-hosted remote workbench you reach from anywhere

https://github.com/TheRealFaruhaan/crundi
2•TheRealFaruhaan•46m ago•0 comments

Florida's TikTok lawsuit could signal wider social media crackdown

https://www.politico.com/news/2026/06/17/florida-tiktok-lawsuit-social-media-crackdown-00963945
6•1vuio0pswjnm7•46m ago•1 comments

Show HN: Torum – your own portable HN clone

2•smalltorch•47m ago•0 comments