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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•4mo ago

Comments

anuragdt•4mo 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•4mo 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•4mo 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

Waze for parking – don't pay the meter

https://parkremark.com/demo
1•benlimner•1m ago•0 comments

Show HN: Visual Prompts for Coding Agents

https://github.com/adiasg/prompt-canvas
1•adiasg•2m ago•0 comments

Most referrals never turn into meetings. Why does this happen?

2•kez_•3m ago•1 comments

Meta Ray-Ban Display: A Breakthrough Category of AI Glasses

https://www.meta.com/fr-fr/blog/meta-ray-ban-display-ai-glasses-connect-2025/
2•martpie•4m ago•0 comments

Meta Ray-Ban Display hands-on: the best I've ever tried

https://www.theverge.com/tech/779566/meta-ray-ban-display-hands-on-smart-glasses-price-battery-specs
2•coloneltcb•7m ago•0 comments

Why Bell Labs Worked (But the Likes of Google and Apple Don't)

https://manganiello.social/notice/AukwkbWFAQDB0uXM80
1•donjoe0•7m ago•0 comments

US Faces Global Free Speech Showdown with Brazil

https://www.newsweek.com/us-free-speech-showdown-brazil-2130732
4•smnthermes•11m ago•0 comments

Xkcd: Free Speech

https://xkcd.com/1357/
5•good8675309•14m ago•0 comments

Is It Time to Rethink Stream Processing?

https://www.epsio.io/blog/on-the-future-of-data-streaming
3•dkgs1998•14m ago•0 comments

Playstation 5 SSD Shrinkflation

https://www.tomshardware.com/video-games/playstation/playstation-5-digital-edition-with-1tb-ssd-d...
2•zdw•15m ago•0 comments

Bitcoin Is Worse Is Better (2011)

https://gwern.net/bitcoin-is-worse-is-better
1•greyface-•15m ago•0 comments

FileFix: A New Attack Hides Malware in Plain Sight

https://securityonline.info/filefix-a-new-attack-hides-malware-in-plain-sight/
1•kPwn•17m ago•0 comments

Stepping Down as Libxml2 Maintainer

https://discourse.gnome.org/t/stepping-down-as-libxml2-maintainer/31398
1•zdw•17m ago•0 comments

Meta: Failed Live AI Demo

https://www.facebook.com/Meta/videos/meta-connect-keynote/1927325824791552/
4•arnab_optimatik•21m ago•3 comments

ABC pulls 'Jimmy Kimmel Live' off air 'indefinitely' over Charlie Kirk comments

https://www.cnbc.com/2025/09/17/charlie-kirk-jimmy-kimmel-abc-disney.html
27•donsupreme•24m ago•5 comments

Show HN: PageIndex MCP – Chat with Long PDFs on Claude or Cursor

https://pageindex.ai/mcp
1•mingtianzhang•25m ago•0 comments

Activity Type Effects Signal Quality in Electrocardiogram Devices

https://www.mdpi.com/1424-8220/25/16/5186
1•PaulHoule•26m ago•0 comments

What's the Deal with U.F.O.s?

https://www.newyorker.com/culture/annals-of-inquiry/whats-the-deal-with-ufos
1•pseudolus•26m ago•2 comments

Three years of apathy, lassitude, and failure

https://samkriss.substack.com/p/three-years-of-apathy-lassitude-and
1•paulpauper•28m ago•0 comments

Reactions to If Anyone Builds It, Anyone Dies

https://thezvi.substack.com/p/reactions-to-if-anyone-builds-it
1•paulpauper•28m ago•0 comments

Ask HN: What Are You Reading?

1•ImPleadThe5th•28m ago•0 comments

Aiwaf: An AI-Powered Web Application Firewall for Django/Flask

1•aayushgauba•29m ago•0 comments

Django.tasks Exists

https://theorangeone.net/posts/django-dot-tasks-exists/
2•Bogdanp•29m ago•0 comments

Xmonad seeking help for Wayland port

https://xmonad.org/news/2023/10/06/wayland.html
1•clircle•30m ago•0 comments

Tariffs Kill the Starling Home Hub, Google Nest's Best Bridge to Apple Home

https://www.theverge.com/news/780013/starling-home-hub-discontinued-google-nest-apple-home-bridge
1•latexr•30m ago•1 comments

Sabine Hossenfelder: I can't believe this really happened

https://www.youtube.com/watch?v=ZO5u3V6LJuM
2•mudil•31m ago•0 comments

Meta Connect 2025: Live Stream

https://www.facebook.com/Meta
1•nycdatasci•33m ago•0 comments

Time-locked messages that only send if I stop responding

https://www.afinalmessage.com/
1•rallyvite•36m ago•4 comments

Apple's most powerful desktop cannot install latest version of macOS

https://www.notebookcheck.net/Apple-s-most-powerful-desktop-cannot-install-latest-version-of-macO...
3•angst•37m ago•1 comments

Apple hypertension feature approved based similarity to dissimilar tech [pdf]

https://www.accessdata.fda.gov/cdrh_docs/pdf25/K250507.pdf
5•dogmatism•41m ago•2 comments