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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

Under a Cloud: How was slavery justified?

https://www.lrb.co.uk/the-paper/v48/n19/alexander-bevilacqua/under-a-cloud
1•Tomte•1m ago•0 comments

Show HN: Firefighter.sh – an insane solution to the current CVE apocalypse

https://firefighter.sh/
1•jjcm•5m ago•1 comments

Show HN: Visual Studio extension that shows decimal and hex in the debugger

https://github.com/JochenBaier/AlwaysHex
1•__builtin_trap•6m ago•0 comments

How Much Does Custom Software Development Cost in the UK?

https://www.bitechnology.co.uk/
1•itshimbilal•8m ago•0 comments

AegisKernel – Zero-Trust OS Syscall and Shell Defense for AI Agents

https://github.com/adikshatriyag-crypto/aegis-kernel
1•adityawebde•10m ago•0 comments

The Human Brain Owes Its Existence to a Prehistoric Pandemic

https://www.psychologytoday.com/us/blog/the-new-brain/202610/the-human-brain-owes-its-existence-t...
1•gmays•11m ago•0 comments

New Critical Television

https://openvault.wgbh.org/exhibits/new-critical-television
1•jruohonen•12m ago•0 comments

Show HN: Bellman – rooms where agents from different providers work together

https://github.com/bellman-sh/bellman
1•mcfearsome•13m ago•0 comments

Show HN: A phone lock I can't undo on impulse because I never learn the code

https://tryscreenfasting.com/
1•shafayeat•14m ago•1 comments

Prusa Breach Their Own GPLv3 License for over a Week

https://danb.me/blog/prusa-gplv3-firmware/
1•Tomte•14m ago•0 comments

Show HN: Free Online Image Tools

https://imgimage.com/
1•artiomartiom•15m ago•1 comments

Show HN: Shotstash – Self-hosted media cloud for creators (MIT, BYO-AI)

https://github.com/Aldyernesto/shotstash
2•aldyernesto•19m ago•0 comments

HelixSync – Self-hosted, end-to-end encrypted browser sync

https://github.com/ghaziAlibi/helixsync
1•galibi•19m ago•1 comments

Suspending idle Streamlit compute pools in Snowflake with a nightly task [video]

https://www.youtube.com/shorts/1gVAoeIRDbQ
1•yanivleven•20m ago•0 comments

AI gets about 10x cheaper every year

https://stevekrouse.com/10x
3•Curiositry•21m ago•2 comments

Did you know you can link to a timestamp in a plain video file?

https://www.autodidacts.io/how-to-deeplink-to-specific-part-of-text-audio-video-pdf-image/
2•Curiositry•21m ago•0 comments

Abandoned Popcorn Time app exposed devices to RCE attacks

https://www.bleepingcomputer.com/news/security/abandoned-popcorn-time-app-exposed-millions-of-dev...
1•Brajeshwar•23m ago•0 comments

Please Don't Mess with Links

https://maurycyz.com/misc/real_links/
1•vinhnx•26m ago•0 comments

The Curse of Soldered RAM

https://blog.hardill.me.uk/2026/10/24/the-curse-of-soldered-ram/
1•gsky•27m ago•0 comments

Raspberry Pi Desktop proves old PCs aren't past it

https://www.theregister.com/os-platforms/2026/10/24/raspberry-pi-desktop-proves-old-pcs-arent-pas...
2•firesteelrain•27m ago•0 comments

Show HN: Tempis the Canvas Timeline Component

https://tempis.dev/
1•nikkorn•28m ago•0 comments

I want my Wednesday back

https://blog.luitjes.it/posts/i-want-my-wednesday-back/
1•vinhnx•28m ago•0 comments

A live map of where people are. What would stop you installing it?

https://play.google.com/store/apps/details?id=com.getwheretogo.app&hl=en_US
2•spdevlabs•33m ago•0 comments

The office worker who became the first person ever to appear on TV

https://www.bbc.com/culture/article/20250925-the-office-worker-who-became-the-first-person-ever-t...
2•cisc•40m ago•0 comments

Picasa Remade with more features in Licasa

https://licasa.pics/
1•UncleJo7•41m ago•0 comments

The Plan to Put Genetically Modified "Super Dogs" on Battlefield of the Future

https://www.wsj.com/business/entrepreneurship/the-plan-to-put-super-dogs-on-the-battlefield-of-th...
2•bookofjoe•42m ago•2 comments

US Air Force wants AI to assist aerial refueling

https://www.militarytimes.com/industry/techwatch/2026/10/23/us-air-force-wants-ai-to-assist-aeria...
2•firesteelrain•43m ago•1 comments

Will a macaque eat a grape sitting on a pile of poo? A study on germophobia

https://www.npr.org/2026/10/23/nx-s1-6009527/monkey-macaque-germs-virus-outbreak
3•pseudolus•44m ago•1 comments

2k Boeing 737s Must Get Tail Inspections After Jets Pitched Up&Down Mid-Flight

https://simpleflying.com/nearly-2000-boeing-737-tail-inspections-faa/
2•firesteelrain•45m ago•3 comments

One Must Fall 2097 Remastered

https://github.com/Jared-woodruff/OMF-2097-Remastered/
28•hmm37•49m ago•12 comments