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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

Sharekit – install someone's AI coding setup with one command

https://github.com/LucasSantana-Dev/sharekit
1•LukSantana•26s ago•0 comments

I don't want you to summarise the page

https://kevquirk.com/no-i-dont-want-you-to-summarise-the-page
2•speckx•1m ago•0 comments

Why AI tokens will send your enterprise cloud bill sky-high again

https://www.zdnet.com/article/why-ai-tokens-will-send-enterprise-cloud-bill-sky-high/
1•CrankyBear•1m ago•0 comments

What is the mechanical world picture?

http://edwardfeser.blogspot.com/2026/06/what-is-mechanical-world-picture.html
1•danielam•2m ago•0 comments

You Can't Subtract the Model

https://hari.computer/you-cant-subtract-the-model
1•markovblanket•4m ago•0 comments

Less is more, more or less

https://jakub.kr/writing/less-is-more
3•hnhsh•4m ago•1 comments

Factory job cuts in June neared financial crisis and Covid levels, S&P says

https://www.cnbc.com/2026/06/23/factory-job-cuts-reported-around-financial-crisis-and-covid-level...
3•toomuchtodo•6m ago•2 comments

Ask HN: Best prompt to show that AI isn't ready to take over

2•AndrewSwift•6m ago•0 comments

Show HN: Mirrorball – easy port forwarding for remote dev hosts

https://mirrorball.sanil.co/
3•sanil•9m ago•0 comments

Netflix's video podcast engagement numbers 'are low,' per insider

https://awfulannouncing.com/netflix/video-podcast-engagement-numbers-are-low-matthew-belloni.html
3•Vaslo•9m ago•0 comments

Ask HN: When should we expect DNS-persist-01 in production?

3•cromka•9m ago•0 comments

Show HN: Get lead and research lists from one search

https://sensecollect.com
2•chrislxy•10m ago•0 comments

Beehiiv adds Cloudflare AI Crawl Control so writers can block or allow bots

https://siliconangle.com/2026/06/23/beehiiv-adds-cloudflare-ai-crawl-control-writers-can-block-al...
3•ilreb•10m ago•0 comments

Designing an App Icon That Feels Like an Album Cover

https://rajavijayaraman.com/writing/designing-an-app-icon-that-feels-like-an-album-cover/
2•rajavijayaraman•10m ago•0 comments

Show HN

https://matchups.live/
2•uxmeekkow•11m ago•0 comments

Doctors Thought It Was Asthma. A.I. Flagged a Serious Heart Problem

https://www.nytimes.com/2026/06/22/health/artificial-intelligence-heart-damage.html
2•brandonb•11m ago•0 comments

Private Orchards – Practical iPhone Privacy and Security Guides

https://privateorchards.com/
2•PrivateOrchards•13m ago•0 comments

I turned World Cup data into posters

https://zehfernandes.com/posts/how-i-turned-world-cup-data-into-posters
2•plurby•13m ago•0 comments

Onsubmit.dev

https://onsubmit.dev
2•ekwoster•13m ago•0 comments

Show HN: Wype – Strip GPS, timestamps, and device models from your files

https://wype.onrender.com
2•achlyssecurity•14m ago•0 comments

Cargo Culture

https://www.wheresyoured.at/cargo-culture/
2•crescit_eundo•14m ago•0 comments

Seedance 2.5

https://seedance2.ai/seedance-2-5
4•bytegogogo•15m ago•0 comments

Study of niacin (vitamin B3) in patients with newly diagnosed glioblastoma

https://link.springer.com/article/10.1007/s11060-025-05351-z
4•bookofjoe•15m ago•0 comments

Shopify replaced Redis with MySQL for inventory reservations–and it scaled

https://shopify.engineering/scaling-inventory-reservations
2•ohjeez•16m ago•0 comments

Show HN: Snowscroll – I removed addictive feeds from social media

https://snowscroll.com/
2•junnam586•16m ago•0 comments

You Cannot Grow a Pumpkin

https://taylor.town/pumpkin
2•surprisetalk•18m ago•0 comments

Using Elasticsearch Percolate for User Notifications

https://acv.engineering/posts/elasticsearch-percolate/
2•mooreds•19m ago•0 comments

The unlikely upside to age-gating

https://reedandpickup.com/2026/06/17/the-unlikely-upside-to-agegating.html
2•speckx•19m ago•0 comments

Toward More Controllable AI Video Editing: Research Exploration at Netflix

https://netflixtechblog.com/toward-more-controllable-ai-video-editing-an-early-research-explorati...
2•MattSayar•22m ago•0 comments

Meta launches cheaper smart glasses without Ray-Ban

https://www.theverge.com/tech/954052/meta-glasses-hands-on-kylie-jenner-smart-glasses-price-batte...
3•dkobia•22m ago•1 comments