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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 more we rely on tech, the more we deskill our bodies

https://aeon.co/essays/the-more-we-rely-on-tech-the-more-we-deskill-our-bodies
1•rdmuser•9s ago•0 comments

How W Social Makes Their Verified Users Personal Details Visible on the Open Web

https://blog.elenarossini.com/public-by-design-how-w-social-makes-their-verified-users-personal-d...
1•DavideNL•1m ago•0 comments

Show HN: Use your OpenAI subscription to create audiobooks

https://pdftomp3.com/connect-ai/
2•janpmz•4m ago•0 comments

AI models may soon self-replicate without access to data centers

https://www.reuters.com/business/ai-models-may-soon-self-replicate-without-access-data-centers-an...
2•samizdis•5m ago•0 comments

CFTC Staff Were Told to Retract Analysis of Suspicious Oil Trades

https://www.bloomberg.com/news/features/2026-10-13/cftc-staff-told-to-retract-analysis-of-suspici...
2•helsinkiandrew•5m ago•1 comments

India's Battery Storage Capacity Set to Surge Nearly 50 Fold by 2032

https://oilprice.com/Latest-Energy-News/World-News/Indias-Battery-Storage-Capacity-Set-to-Surge-N...
2•thelastgallon•6m ago•0 comments

AWS Lambda Web Functions

https://aws.amazon.com/blogs/aws/announcing-aws-lambda-web-functions-for-fast-consistent-web-app-...
2•HatchedLake721•6m ago•1 comments

Is 'Attention' the Essence of Intelligence?

https://www.quantamagazine.org/is-attention-the-essence-of-intelligence-20261012/
1•Anon84•6m ago•0 comments

The Periodic Table of Software Architecture

https://stephanvs.com/periodic-table-of-software-architecture/
1•Stephanvs•7m ago•0 comments

NYC Restaurants Shut Off Air Conditioning, Close on Sundays as Costs Surge

https://www.bloomberg.com/news/features/2026-10-13/nyc-bars-and-restaurants-hike-prices-cut-back-...
1•helsinkiandrew•8m ago•1 comments

Speeding up the Unreal editor by not using unnecessarily secure hash methods

https://larstofus.com/2026/10/11/speeding-up-the-unreal-editor-by-not-using-unnecessarily-secure-...
1•dverlaeckt80•10m ago•0 comments

The Olive Tree

https://worldsensorium.com/the-olive-tree/
1•dnetesn•10m ago•0 comments

Hubble Space Telescope, Pillars of Creation, and a Gap on the Sistine Ceiling

https://blue-continuum.com/the-space-between-two-fingers
1•dnetesn•11m ago•0 comments

Best AI Gateways

https://medium.com/@hadilbenabdallah/5-best-ai-gateways-76fbaa81cb12
2•hadilbenabdalla•14m ago•0 comments

Decision Request Buildier

https://llmconfigurator.com/en/decision-builder
1•jrusinowski•16m ago•0 comments

28 Miles and Counting: NASA's Perseverance Rover Sets a Mars Driving Record

https://www.nytimes.com/2026/10/12/science/mars-rover-sets-record.html
2•pseudolus•21m ago•1 comments

Impolite websites practices, number 5 will shock you

https://blog.fortrabbit.com/impolite-websites
1•esher•21m ago•0 comments

Show HN: Teilifís Seán – A Jellyfin Plugin for Channel Surfing

https://xn--teilifssen-04a4l.ie/
4•s_dev•23m ago•0 comments

Video game industry believes EU KIDS Act will kill small creators and old games

https://euobserver.com/241743/video-game-industry-believes-eu-kids-act-will-drive-small-creators-...
1•alejandrotauber•24m ago•1 comments

From Video Course to Second Brain

https://shramko.dev/blog/second-brain-from-video
1•almanname•24m ago•0 comments

Lettuce and tobacco plants engineered to produce meat proteins

https://www.scientificamerican.com/article/lettuce-engineered-to-produce-meat-proteins/
1•giuliomagnifico•24m ago•0 comments

Why Independent Developer Blogs Are Going Offline

https://shramko.dev/blog/blogs-going-offline
2•almanname•24m ago•0 comments

Why Don't Some People Use Chatbots?

https://www.pewresearch.org/short-reads/2026/10/09/why-dont-some-people-use-chatbots/
1•geox•25m ago•0 comments

Breaking Bad's 'Walt Jr.' says he paid more in taxes than he got from the show

https://finance.yahoo.com/news/breaking-bad-walt-jr-says-132000817.html
2•Michelangelo11•26m ago•1 comments

Epic Games asks developers to use more AI

https://www.bloomberg.com/news/articles/2026-10-12/epic-games-delays-disney-project-asks-develope...
1•therepanic•27m ago•0 comments

Crossync – a super fast Rust concurrency library

https://github.com/sh1zen/crossync
1•shi1zen•30m ago•0 comments

I just wanted a cheap film camera, so I stitched 28 web scrapers together

https://frankensurf.dev/blog/i-just-wanted-a-cheap-film-camera/
1•yaoke259•31m ago•0 comments

SonicBoom – llama.cpp's own kernels, 14% faster decode via a graph compiler

https://github.com/hardenedlinux/sonicboom
2•nalaginrut•32m ago•0 comments

Buoyancy

https://blog.rajivayyangar.com/buoyancy/
1•tosh•37m ago•0 comments

GitLab Released critical patch for CVSS 10.0 CVE

https://docs.gitlab.com/releases/patches/patch-release-gitlab-19-4-2-released/
1•redpink•37m ago•0 comments