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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

Advanced Window Trading Terminal

https://abelhelton.gumroad.com/l/vantex-desktop
1•jspfbsj•5m ago•0 comments

Build Independently. Win Together: Why I Built IndieCrew

https://indiecrew.win/news/build-independently-win-together-why-i-built-indiecrew-1a37daa5
2•zd_coinrule•7m ago•0 comments

Ukraine Just Opened a New Front – By Roman Sheremeta

https://economicsofpower.substack.com/p/ukraine-just-opened-a-new-front
1•rbanffy•9m ago•0 comments

FastH3-Omni: The best open-source H3 model

https://www.reactor.inc/models/fast-h3-omni
1•ahmedahres•10m ago•0 comments

Get an oncologist's perspective on your cancer care

https://intake.sagelyhealth.com
1•peerless-app•11m ago•0 comments

Show HN: Jevcrawl – A web crawler for AI agents with no LLM in the crawl loop

https://github.com/RayenMlayeh/jevcrawl
2•rayenmlayeh•13m ago•0 comments

Chris Wickham RIP

https://www.markkoyama.com/p/chris-wickam-rip
2•paulpauper•15m ago•1 comments

Swarm Intelligence

https://kevinkelly.substack.com/p/swarm-intelligence
3•paulpauper•15m ago•0 comments

Berry, Bresnahan, and Pakes (Maybe) Win the Nobel Prize

https://nicholasdecker.substack.com/p/berry-bresnahan-and-pakes-maybe-win
1•paulpauper•16m ago•0 comments

Did Ukraine's drone strikes on Yandex data centers silence Russian bots?

https://mashable.com/tech/ukraine-strikes-yandex-data-center-bot-traffic-decline
1•ryan_j_naughton•19m ago•0 comments

AI's quiet safety gatekeepers are stepping into the spotlight

https://www.cnbc.com/2026/10/11/ais-quiet-safety-gatekeepers-are-stepping-into-the-spotlight.html
1•gmays•19m ago•0 comments

Sexually Transmitted Diarrhea Is Exploding, and Growing Resistant to Medicine

https://www.sciencealert.com/sexually-transmitted-diarrhea-is-exploding-in-the-us-and-its-growing...
2•Teever•20m ago•0 comments

Show HN: 3D Studio in the Browser

https://3d.puter.com/
1•ent101•24m ago•0 comments

Amex introduces a framework to prevent AI agents from unauthorized purchases

https://techcrunch.com/2026/10/13/amex-introduces-a-framework-to-prevent-ai-agents-from-making-un...
1•6thbit•24m ago•0 comments

The Links Between Cannabis and Crime

https://www.rand.org/pubs/external_publications/EP71427.html
1•coloneltcb•27m ago•0 comments

Could I make six figures from my couch? Influencers said yes – so I tried

https://www.theguardian.com/business/ng-interactive/2026/oct/13/influencers-passive-income-side-h...
2•teleforce•28m ago•2 comments

Show HN: Pulse Local, a Mac budgeting app whose AI models run on your machine

https://pulseos.finance
8•niztk•35m ago•2 comments

Windows native trading app Full Ownership

https://abelhelton.gumroad.com/l/vantex-trading
2•jsjcisjcj•37m ago•1 comments

Show HN: Wonderhop – A daily game: guess what most people say, or what none do

https://wonderhop.io/en/
2•mtlduo•38m ago•0 comments

Sonic CD / FTL and Hotline Miami on the Web

https://remake.games/
1•nihey•39m ago•2 comments

Botflix TV – 24/7 Robot TV. For robots

https://botflix.tv/
1•cheschire•44m ago•2 comments

Warning: Relying on a 'phone can lead to disaster [video]

https://www.youtube.com/watch?v=b9YASgAeCoM
1•GarnetFloride•46m ago•1 comments

Biscoff Cookies Were Supposed to Be Temporary. Then Passengers Fell in Love

https://www.seriouseats.com/biscoff-history-12168161
1•mhb•47m ago•0 comments

What is SpacetimeDB? SpacetimeDB is a relational database that is also a server

https://github.com/ClockworkLabs/SpacetimeDB
1•Bluestein•49m ago•0 comments

Domain Health

2•anjalibery•51m ago•0 comments

Lotus Improv on the NeXT

https://stonetools.ghost.io/lotusimprov-next/
1•ohjeez•51m ago•0 comments

Detecting a Covert Recording Device with Nzyme

https://www.nzyme.org/news/2026/10/13/detecting-a-covert-recording-device
3•jkamdjou•53m ago•0 comments

Ask HN: Need Email Deliverability Expert

1•NatalieTrono•53m ago•0 comments

You Can Scan a Book Quickly with High-Res Video and No Special Hardware

https://orner.com/posts/scan-book-with-video/
1•dogline•54m ago•1 comments

AI Face Rating – Discover Your Face Rating Free

https://face-rating.app/
1•zhamin246•54m ago•0 comments