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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

World's Longest Outdoor Escalator – 3k-Feet-Long – Opens in China

https://www.smithsonianmag.com/smart-news/the-worlds-longest-outdoor-escalator-just-opened-in-chi...
1•bookofjoe•2m ago•0 comments

Revisiting and Optimising go-iso8601-duration

https://xnacly.me/posts/2026/revisiting-and-optimising-goiso8601duration/
1•xnacly•4m ago•0 comments

Google Discusses Digital PR Impact on AI Recommendations

https://www.searchenginejournal.com/google-discusses-digital-pr-impact-on-ai-recommendations/559864/
1•doener•4m ago•0 comments

Companies Are Desperately Seeking 'Storytellers' (2025)

https://www.wsj.com/articles/companies-are-desperately-seeking-storytellers-7b79f54e
1•doener•5m ago•0 comments

Why Every Sprint Takes Longer Than the Last in AI-Generated Codebases

https://vibecodiq.com/ai-chaos/pains/delivery-slowdown
1•haasted•5m ago•0 comments

Top Predictions to Inform 2026 Comms Strategies

https://www.gartner.com/en/communications/research/communications-predictions
1•doener•6m ago•0 comments

White House staff told not to place bets on prediction markets

https://www.bbc.co.uk/news/articles/cgld65x396go
3•chrischapman•7m ago•0 comments

Instant space switching on macOS with a keyboard shortcut

https://github.com/andrewyur/iss
1•fanf2•12m ago•0 comments

Show HN: Do All the Things

https://www.doallthethings.app/
1•brainbun•13m ago•0 comments

Show HN: Sleek Analytics – Privacy-first analytics for the modern web

https://getsleek.io
2•nazbasho•17m ago•0 comments

Virtual Schlüsselgerät 41

https://sg41.virtualcolossus.co.uk/VirtualSG41/
3•nixass•17m ago•0 comments

Show HN: I built a canvas where AI agents design with you

https://designagents.app/blog/what-if-your-design-team-was-made-of-ai-agents
2•Alpn13•18m ago•1 comments

New VENOM phishing attacks steal senior executives' Microsoft logins

https://www.bleepingcomputer.com/news/security/new-venom-phishing-attacks-steal-senior-executives...
1•anonhaven•18m ago•0 comments

Can anyone confirm if this is HappyHorse?

https://www.happyhorse-ai.app/
1•watree•22m ago•0 comments

Feds Try Secret Grand Jury to Unmask Reddit ICE Critic

https://theintercept.com/2026/04/10/reddit-ice-protest-grand-jury/
9•cdrnsf•22m ago•1 comments

Old habits die hard: Microsoft tries to limit our options, this time with AI

https://blog.mozilla.org/en/mozilla/ai/microsoft-copilot-ai-user-choice/
7•01-_-•24m ago•0 comments

FBI used iPhone notification data to retrieve deleted Signal messages

https://9to5mac.com/2026/04/09/fbi-used-iphone-notification-data-to-retrieve-deleted-signal-messa...
23•01-_-•25m ago•1 comments

One of the biggest game makers reveals 'uncomfortable truth' about AI

https://www.thegamebusiness.com/p/one-of-the-worlds-biggest-game-makers
3•dude250711•26m ago•0 comments

Why Recycling Nuclear Waste Isn't a Silver Bullet [video]

https://www.youtube.com/watch?v=FWzI72snmE0
2•leonidasrup•27m ago•0 comments

Did the Selective Service Harvest Names from a 'Free Ice Cream' List? (1998)

https://www.snopes.com/fact-check/ice-cream-registration-notice/
2•thunderbong•30m ago•0 comments

Stop Registration Spam with Identity Pre-Verification

https://fusionauth.io/blog/identity-pre-verification
3•mooreds•32m ago•1 comments

Build the thing you wish to see in the world (2025)

https://brittanyellich.com/build-the-thing/
3•mooreds•33m ago•0 comments

Microsoft suspends dev accounts for high-profile open source projects

https://www.bleepingcomputer.com/news/microsoft/microsoft-suspends-dev-accounts-for-high-profile-...
52•N19PEDL2•33m ago•13 comments

DeepInverse: PyTorch Library for Inverse Problems

https://github.com/deepinv/deepinv
2•cl3misch•34m ago•0 comments

A name is succession, legacy and celebration in Japan's Kabuki theater

https://apnews.com/article/kabuki-name-succession-japan-tradition-theater-d1e9621bc91385498314f36...
1•mooreds•34m ago•0 comments

Raon-SpeechChat-9B: A Full-Duplex Speech Language Model

https://huggingface.co/KRAFTON/Raon-SpeechChat-9B
1•BrutalCoding•36m ago•0 comments

I replaced Apple Migration Assistant with a local 122B LLM

https://github.com/genedeng-ca/ai-mac-migration
3•genedeng•36m ago•0 comments

Less Net Work for Networks

https://n0.computer/
1•janandonly•41m ago•0 comments

Is it just me, or Opus 4.6 is sounding bit dumb lately

5•rambrrest•44m ago•2 comments

OmniSearch: Fast Windows file search built with Tauri, Rust, and C++

https://github.com/Eul45/omni-search
2•eyuel_engida•44m ago•0 comments