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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

Q-Day is coming, and it might break the internet

https://www.rnz.co.nz/news/world/724214/q-day-is-coming-and-it-might-break-the-entire-internet
3•billybuckwheat•51s ago•0 comments

Neanderthals, modern humans may have shared culture 59,000 years ago in Turkey

https://www.livescience.com/archaeology/neanderthals/modern-humans-and-neanderthals-may-have-shar...
2•gmays•9m ago•0 comments

AI-generated women are spreading disinformation about Singapore on TikTok

https://www.channelnewsasia.com/singapore/tiktok-ai-women-disinformation-deepfake-presenters-6250271
1•gnabgib•12m ago•0 comments

'We decided not to limit VPNs': UK government U-turns on age-gating VPNs

https://www.techradar.com/vpn/vpn-privacy-security/we-decided-not-to-limit-vpns-uk-government-u-t...
2•iamnothere•13m ago•1 comments

When the Wildfires Rage, Who Gets to Breathe First?

https://indigenousinsider.substack.com/p/when-the-wildfires-rage-who-gets
1•indigodaddy•14m ago•0 comments

Moe P. Wellington

https://objkt.com/users/tz1YdveLn8id6Wk9X2JGsWsJj7qZodJ1XsKT/created
1•gdss•17m ago•0 comments

Show HN: I made a local image compressor to save you from popups andsubscription

https://compressor.conutil.com
2•mahmedalam•19m ago•1 comments

Wrote a tiny version of argp for CLI parsing in embedded environments

https://github.com/zkwinkle/tiny_argp
1•zkwinkle•23m ago•1 comments

Show HN: A cross-platform app for meeting notes and items that don't get lost

https://github.com/kestermckinney/ProjectNotes
1•kestermckinney•30m ago•0 comments

Bluesky Trademarks ATProto

https://atproto.com/blog/at-protocol-trademark
2•chaosharmonic•31m ago•0 comments

Cybernetic Culture Research Unit Archive

https://ccru.is-lost.org/
1•snorbleck•33m ago•0 comments

Tlbic: A localized, non-speculative basic income for societal resilience

https://drive.google.com/file/d/1BzNLajzFjxUTD3Xmr6NhiDblBz4XUGeY/view?usp=drive_link
2•michikawa59•38m ago•4 comments

Ask HN: Is anyone else feeling bad about Reddit's mechanisms

1•SmolSpideritito•39m ago•2 comments

History of Web Hosting

https://history-of-webhosting.exe.xyz
1•indigodaddy•42m ago•0 comments

A Gang of Thieves Pulled Off a Multimillion-Dollar Data Center Heist

https://www.nytimes.com/2026/07/12/magazine/data-center-heist.html
3•tysone•44m ago•0 comments

Performing live migrations of VMs at scale

https://www.sailresearch.com/blog/performing-live-migrations-of-massive-vms-at-scale
1•patrickdevivo•45m ago•0 comments

Telemedicina Para Venezuela

https://latydo.com/
2•latydo_33•49m ago•0 comments

Ban on broadcasting: EU Court clarifies that it also applies to free websites

https://www.eunews.it/en/2026/07/02/ban-on-broadcasting-russia-today-the-eu-court-clarifies-that-...
1•jruohonen•49m ago•0 comments

ArcBrush 1.5 – Node-based image editor (OCIO, OpenEXR, 97 nodes)

https://arcbrush.com/press/arcbrush-1-5/
2•albiabia•50m ago•0 comments

Syncthing for Dotfiles: Sync vs. Manage

https://sumguy.com/syncthing-for-dotfiles/
1•twp•55m ago•0 comments

Manual Work Is a Bug

https://queue.acm.org/detail.cfm?id=3197520
4•Anon84•1h ago•1 comments

Rethinking the Evaluation of Harness Evolution for Agents

https://arxiv.org/abs/2607.12227
3•Anon84•1h ago•0 comments

Generative AI is an Engineering Disaster

https://www.theatlantic.com/technology/2026/07/generative-ai-engineering-disaster/687901/
3•mizzao•1h ago•1 comments

What the I2Coalition Article Misses About DNS Abuse

https://circleid.com/posts/what-the-i2coalition-article-misses-about-dns-abuse
1•jruohonen•1h ago•0 comments

DoorDash CLI

https://twitter.com/andyfang/status/2077516962515599799
2•whalesalad•1h ago•0 comments

Skills Asset Protocol

https://neverhandedover.com
1•aznatkoiny•1h ago•0 comments

Fusing a 27B ternary LLM's whole decode step into one CUDA kernel

https://twitter.com/Akashi203/status/2077552491567157733
1•Jr23_xd•1h ago•0 comments

IBM stock closes down more than 25% after preannounced earnings results

https://finance.yahoo.com/markets/stocks/article/ibm-stock-closes-down-more-than-25-after-preanno...
3•kaycebasques•1h ago•1 comments

AI Data Center Companies for Sale – Owners Liquidating Assets Before Crash [video]

https://www.youtube.com/watch?v=iVkgD4phOHQ
1•xbmcuser•1h ago•0 comments

What makes soccer so enjoyable to watch?

https://thomasdhughes.com/the-beautiful-game/
1•thomasdhughes2•1h ago•0 comments