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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

Proposal would block solar storms with orbital 'airbag'

https://www.science.org/content/article/radical-proposal-would-block-solar-storms-orbital-airbag
1•gmays•3m ago•0 comments

Anthropic calls for global pause in AI development before humans lose control

https://siliconangle.com/2026/06/04/anthropic-calls-global-pause-ai-development-humans-lose-control/
2•patrickdavey•4m ago•0 comments

"News Man Bad": A Personnel Memo from Animal, Your Editor-in-Chief

https://www.mcsweeneys.net/articles/news-man-bad-a-personnel-memo-from-animal-your-editor-in-chief
1•Geekette•4m ago•0 comments

Scala: An Experiment That Changed Programming – Martin Odersky – The Marco Show

https://www.youtube.com/watch?v=Xn_YpUtXWT4
1•birdculture•5m ago•0 comments

My competitors have flawed products but I can't get traction

2•saveitincork•11m ago•0 comments

LLM AI Chatbots are letting me down every single day

https://umrashrf.github.io/llm-ai-chatbots-are-letting-me-down-every-single-day/
2•postbase•14m ago•0 comments

Bumblebees spontaneously solve problems – Science News [video]

https://www.youtube.com/watch?v=B77Hb2SKJZo
2•hheikinh•21m ago•0 comments

Cloudflare: bots have passed human traffic online, a year faster than expected

https://www.tomshardware.com/tech-industry/artificial-intelligence/bots-have-now-passed-human-tra...
2•spenvo•22m ago•0 comments

Bumblebees show advanced problem-solving skills in new experiment

https://www.cnn.com/2026/06/04/science/bumble-bees-insight-problem-solving
2•hheikinh•22m ago•0 comments

The Kyle Kingsbury Podcast Podcast – Episode 1 – Alex Dripchak

https://aphyr.com/posts/422-the-kyle-kingsbury-podcast-podcast-episode-1-alex-dripchak
2•yurivish•23m ago•0 comments

'Aren't the Organs a Silver Lining?'

https://longreads.com/2026/05/19/fentanyl-opioids-organ-donation-arizona-oneill/
2•gmays•23m ago•0 comments

Is LinkedIn Entering Its Post-Cringe Era?

https://www.nytimes.com/2026/06/04/business/linkedin-social-media-influencers.html
3•1vuio0pswjnm7•26m ago•1 comments

Show HN: Laravel Octane Benchmark (Swoole, RoadRunner, FrankenPHP)

https://terrylinooo.github.io/laravel-octane-benchmark/
2•terrylinooo•28m ago•0 comments

Unicode Fonts and Tools for X11

https://www.cl.cam.ac.uk/~mgk25/ucs-fonts.html
3•kristianp•29m ago•0 comments

Jo – Secure Programming for the AI Era

https://jo-lang.org/blog/2026-06-04-introducing-jo.html
2•rguiscard•32m ago•0 comments

Easy Writer: On Ted Geltner's Biography of Denis Johnson

https://www.metropolitanreview.org/p/easy-writer
2•benbreen•32m ago•0 comments

In a First, Scientists Precisely Edit Human Embryo Genes

https://www.nytimes.com/2026/06/04/science/embryos-gene-editing-crispr.html
3•bonsai_spool•33m ago•0 comments

Show HN: Bonsai –- Using agentic AI / browser / memory to replace ChatGPT

https://drive.google.com/drive/folders/1YUQ3tmcBSLEyBKLi5JdJgmod9mqXFTgl
2•coolwulf•37m ago•0 comments

US adult cigarette smoking rate hits another all-time low

https://apnews.com/article/adult-smoking-cigarette-decline-survey-3dfc9d82fcc106e49a5706819d438239
6•paulpauper•38m ago•0 comments

The small businesses trying to prop up the tandem bike industry

https://thehustle.co/newsletters/03-06-2026
2•paulpauper•41m ago•0 comments

Show HN: A simple bookmark manager for Mac and iOS

https://bendansby.com/apps/markwell.html
3•webwielder2•43m ago•0 comments

Does banking consolidation harm households?

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6851099
2•paulpauper•43m ago•0 comments

Meta enables adb on deprecated Portal devices

https://fb.watch/HxPu0fSyeH/
20•jenders•43m ago•7 comments

Identity Access is not just for technical people

https://pathros.cc/local/
2•dominiconwuka•44m ago•1 comments

Medicare to launch weight loss drug option in July with $50 copay

https://www.npr.org/2026/05/06/nx-s1-5812662/medicare-bridge-glp1-drugs-copay
3•JumpCrisscross•50m ago•0 comments

3ds-CLI, full Linux env on a Nintendo 3ds using RISC V emulation

https://github.com/cmdada/3DS-CLI
3•cmdada•51m ago•1 comments

Americans on GLP-1s Are Overwhelming Retailers with Their Nonstop Returns

https://www.wsj.com/business/retail/americans-on-glp-1s-are-overwhelming-retailers-with-their-non...
3•JumpCrisscross•52m ago•0 comments

Amber Tree: A Middle Ground Between Rowan Red and Green Trees

https://blog.gplane.win/posts/introducing-amber-tree.html
3•gplane•53m ago•0 comments

Consciousness Atlas – 325 theories of consciousness

https://www.consciousnessatlas.com/
2•maebert•55m ago•1 comments

Sites for free transparent PNG assets (no signup, no watermark)

https://wowpng.com/
2•kanlabs•56m ago•0 comments