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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

Towards Identifying the Economics and Efficiency of Fuzzers vs. Agents

https://dangerouserrors.com/posts/2026-04-06-towards-identifying-the-economics-of-fuzzers-vs-agents/
1•mooreds•2m ago•0 comments

Writing clear docs when you naturally think in code

https://www.knowledgeowl.com/blog/posts/writing-docs-when-you-think-in-code
1•eigenBasis•3m ago•0 comments

Cavity quantum electrodynamics control of quantum Hall stripes

https://www.nature.com/articles/s41567-026-03287-3
1•bookofjoe•6m ago•0 comments

US Justice Department 'forever' bars IRS from auditing Trump's past tax returns

https://www.theguardian.com/us-news/2026/may/19/trump-irs-settlement-tax-returns
4•embedding-shape•12m ago•1 comments

Poor grip strength linked to greater odds of developing depression

https://medicalxpress.com/news/2026-05-early-poor-strength-linked-greater.html
1•Gaishan•15m ago•0 comments

Stop paying $360/year to access your own email history

https://mailvaulty.com
1•khaledsabae•16m ago•1 comments

LLMs Are Revealing How Low the Bar Is (and Lowering It Even Further)

https://countercraft.substack.com/p/llms-are-revealing-how-low-the-bar
3•crescit_eundo•19m ago•0 comments

State Space Models, Explained Through Code

https://karthik-ragunath-ananda-kumar-blogs.notion.site/State-Space-Models-Explained-Through-Code...
1•eigenBasis•20m ago•0 comments

StartupStarter – we built a company brain so AI can do your work

https://startupstarter.co/
1•SCJB•24m ago•3 comments

Google Cloud has blocked our account, making some Railway services unavailable

https://twitter.com/i/status/2056883076496789854
4•bundie•27m ago•3 comments

An AI Co-Scientist for Hypothesis Generation from Google DeepMind

https://doi.org/10.1038/s41586-026-10644-y
2•car•27m ago•0 comments

Windows on Nintendo 64

https://www.youtube.com/watch?v=eGS9su_inBY
2•cedel2k1•30m ago•0 comments

Everything You Do Is Being Recorded

https://www.theatlantic.com/technology/2026/05/ai-wearable-surveillance-countermeasures/687203/
2•breve•31m ago•1 comments

Railway Blocked by Google Cloud

https://status.railway.com/?date=20260519
17•aarondf•43m ago•3 comments

Google's First AI Smart Glasses Launching This Fall with iPhone Support

https://www.macrumors.com/2026/05/19/google-ai-smart-glasses-iphone-support/
1•mikhael•45m ago•0 comments

I made an App that uses local LLMs to monitor your screen

1•roy3838•46m ago•0 comments

Show HN: The user agents crawling HN today

https://ai.realhackers.org/user_agents.txt
1•Bender•47m ago•1 comments

Show HN: Export Webflow sites and CMS content

https://www.webflowexport.com/
2•happyyeti•49m ago•1 comments

Generative art collection based on human interpretation

https://www.mixedmessages.fyi/auction
1•knownquantity_•50m ago•2 comments

WhatsApp Web Became Facebook

https://old.reddit.com/r/whatsapp/comments/1ti3qxf/whatsapp_web_became_facebook/
3•Crier1002•57m ago•0 comments

Railway Currently Down

https://twitter.com/Railway/status/2056873075401007338
5•kristianc•58m ago•1 comments

El Niño is coming. The last time ocean temp. looked like this, millions died

https://respublicamgz.substack.com/p/a-super-el-nino-is-coming-the-last
19•ResPublica•1h ago•2 comments

50-year WHO/CDC Ebola outbreak pipeline in a weekend

https://github.com/vrsabha/outbreak-tracker
1•hn_career•1h ago•1 comments

Tell HN: Google banned Railway's account. Everything down

8•sergiotapia•1h ago•4 comments

GitHub is investigating unauthorized access to their internal repositories

https://twitter.com/github/status/2056884788179726685
63•splenditer•1h ago•15 comments

N display of stupid, secret CISA credentials found in public GitHub rep

https://arstechnica.com/information-technology/2026/05/in-stunning-display-of-stupid-secret-cisa-...
2•sbulaev•1h ago•1 comments

Google Cloud suspends Railway account causing major outage

https://twitter.com/Railway/status/2056883076496789854
6•sincinnatusc•1h ago•0 comments

Age Shapes the Adoption of New Technologies

https://insight.kellogg.northwestern.edu/article/swipe-or-tap-how-age-shapes-the-adoption-of-new-...
1•PopAlongKid•1h ago•1 comments

Google's AI Studio now lets anyone build Android apps in minutes

https://techcrunch.com/2026/05/19/googles-ai-studio-now-lets-anyone-build-android-apps-in-minutes/
3•cpncrunch•1h ago•1 comments

Heads, Trump Wins ( Tails, he still wins)

https://www.theatlantic.com/newsletters/2026/05/trump-corruption-irs-fund/687227/
2•KnuthIsGod•1h ago•0 comments