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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

A Wild Register Appears: Hunting the 30-Year-Old World of Xeen MT-32 Crash

http://finalpatch.github.io/xeen/
1•birdculture•2m ago•0 comments

Spotify: Music and Podcasts – Apps on Google Play

https://play.google.com/store/apps/details?id=com.spotify.music&hl=en_US
1•treasure2seek•2m ago•0 comments

Jeff Geerling: "Maybe don't rip off other people's video content"

https://xcancel.com/i/status/2066253845722812916
2•DiabloD3•3m ago•0 comments

Show HN: I built a tool to check if side hustle income claims are real

https://legitize.app/
1•ynxshiny•6m ago•0 comments

Deepfakes are everywhere. The godfather of digital forensics is fighting back

https://www.science.org/content/article/deepfakes-are-everywhere-godfather-digital-forensics-figh...
1•stared•7m ago•0 comments

AI slowly sucking the joy out of work

https://www.reddit.com/r/swift/s/YA5ELxU3av
2•frizlab•9m ago•0 comments

Tricking a Bike Counter

https://nullpxl.com/post/tricking-a-bike-counter/
1•nullpxl•10m ago•0 comments

Bacteria can learn and form memories without a brain (Carnegie Mellon)

https://phys.org/news/2026-06-bacteria-memories-brain.html
3•indynz•12m ago•0 comments

Debian Pure Blend

https://en.wikipedia.org/wiki/Debian_Pure_Blend
1•Teever•12m ago•0 comments

Ask HN: Year of Linux Desktop is fun with LLMs

1•mirekrusin•12m ago•0 comments

Billy Beane got it right

https://toddmoses.beehiiv.com/p/billy-beane-got-it-right
1•mtmosestn•12m ago•1 comments

The AI industry is spending $10M against Alex Bores [video]

https://www.youtube.com/watch?v=Gj9vxVK4GEE
2•danuker•13m ago•0 comments

The Encyclopedia's Own Library

https://medium.com/regarding-wikipedia/the-encyclopedias-own-library-12f30899c8ae
1•JohnHammersley•14m ago•0 comments

Why Is Claude Turning into an a**Hole?

https://bramcohen.com/p/why-is-claude-turning-into-an-asshole
4•drob518•15m ago•0 comments

Iran threatens to attack Elon Musk's SpaceX and Starlink facilities

https://www.the-sun.com/news/16485781/iran-threatens-elon-musk-spacex-starlink-military-targets/
4•ivewonyoung•17m ago•0 comments

Is SMIC N+3's Metal Pitch Smaller Than Intel 18A's?

https://newsletter.semianalysis.com/p/steel-smic-n3-teardown
1•notahan•17m ago•0 comments

How are you feeling about the first Trillionaire?

https://trulytyped.com/post/BRCYJA
7•dwa3592•19m ago•6 comments

Linux 7.1

https://lkml.iu.edu/2606.1/13340.html
1•geoffbp•21m ago•0 comments

The Great Erase

https://www.neondystopia.com/?p=100043466
2•dangle1•24m ago•0 comments

Surpassing Frontier Performance with Fusion

https://openrouter.ai/blog/announcements/fusion-beats-frontier/
1•stared•27m ago•0 comments

For Retired Engineers

https://telescoper.blog/2026/06/14/for-retired-engineers/
1•mathgenius•30m ago•0 comments

Peace deal between US and Iran, Pakistan says, with Strait of Hormuz to re-open

https://www.theguardian.com/world/2026/jun/14/trump-calls-for-restraint-israel-airstrikes-beirut-...
2•srameshc•30m ago•0 comments

Bran flakes to be classed as junk food under new health plan

https://www.telegraph.co.uk/money/consumer-affairs/bran-flakes-to-be-classed-as-junk-food/
2•ivewonyoung•33m ago•0 comments

Making 'food out of thin air' (2024)

https://www.noemamag.com/making-food-out-of-thin-air/
2•muchweight•33m ago•0 comments

Windows 11 users are tired of MS account requirements creeping into everything

https://www.windowscentral.com/microsoft/windows-11/windows-11-users-are-tired-of-microsoft-accou...
12•josephcsible•37m ago•0 comments

The Magic Roundabout of Seattle Area

https://kirklandroundabouts.com
1•DenisM•37m ago•1 comments

Highly intelligent people are more likely to ditch old habits for better ideas

https://www.psypost.org/highly-intelligent-people-are-more-likely-to-ditch-old-habits-for-better-...
2•randycupertino•37m ago•2 comments

The Chinese parents dancing on live streams to help their children fight cancer

https://www.sixthtone.com/news/1018060
2•thisislife2•38m ago•0 comments

Zerostack v1.5 – A Unix-inspired coding agent written in pure Rust

https://crates.io/crates/zerostack/1.5.0#zerostack
1•gidellav•39m ago•0 comments

Lithos

https://lithosgraphein.com/
1•serhack_•40m ago•0 comments