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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

Show HN: Pqurp – Quarantine Window for Packages to Prevent Supply Chain Attacks

https://github.com/melbahja/draft-pqurp
1•exec7•24s ago•0 comments

GitHub Actions issued GitHub_TOKEN disclosure in GitHub Actions logs

https://github.com/composer/composer/security/advisories/GHSA-f9f8-rm49-7jv2
1•damienwebdev•2m ago•1 comments

Andreessen Horowitz Is Spending on Politics Like No Other

https://www.nytimes.com/2026/05/13/technology/andreessen-horowitz-politics.html
2•snide•2m ago•1 comments

The new 10x Engineer with AI

https://codeaholicguy.com/2026/05/13/the-new-10x-engineer-with-ai/
1•hoangnnguyen•2m ago•0 comments

Altman takes the stand to fend off Musk's accusations he 'stole a charity'

https://www.npr.org/2026/05/12/nx-s1-5811730/openai-sam-altman-testimony-elon-musk-trial
1•geox•7m ago•0 comments

I read OpenSSL for fun and found a nonce leak

https://blog.himanshuanand.com/2026/05/i-read-openssl-for-fun-and-found-a-nonce-leak/
1•unknownhad•7m ago•0 comments

Waymo recalls 3.8k robotaxis, glitch allowed them to 'drive into standing water'

https://www.cnbc.com/2026/05/12/waymo-recalls-3800-robotaxis-after-able-drive-into-standing-water...
1•1vuio0pswjnm7•11m ago•1 comments

Foxconn confirms cyberattack – confidential Apple, Nvidia files stolen

https://www.theregister.com/cyber-crime/2026/05/12/foxconn-confirms-cyberattack-after-nitrogen-cl...
2•thm•11m ago•0 comments

My security research PoC was confirming exploits that didn't exist

https://stuart-thomas.com/are-you-there/the-harness-that-lied/
1•ethical•13m ago•1 comments

What is the 'zero-point energy' (or 'vacuum energy') in quantum physics?

https://www.scientificamerican.com/article/follow-up-what-is-the-zer/
1•Anon84•15m ago•0 comments

Recursive Superintelligence – 6 months old and valued at $4 billion

https://www.nytimes.com/2026/05/13/technology/notable-researchers-join-4-billion-effort-to-build-...
2•skm•15m ago•1 comments

WinMerge 2.16.56 – A Windows tool for visual difference display and merging

https://github.com/WinMerge/winmerge/releases/tag/v2.16.56
1•neustradamus•16m ago•0 comments

Alibaba's core profit plunges 84% even as AI and cloud growth accelerate

https://www.cnbc.com/2026/05/13/alibaba-earnings-march-quarter-ai-cloud-growth.html
1•1vuio0pswjnm7•16m ago•1 comments

MFKVault – npx mfkvault install [skill] for Claude, Cursor and Codex

https://mfkvault.com/show-hn
1•faiyaz2139•16m ago•0 comments

Glide Design AI

https://www.glidedesign.ai/
1•brian2025•17m ago•0 comments

There Are No Machines of Loving Grace Without People

https://www.techpolicy.press/there-are-no-machines-of-loving-grace-without-people/
1•internet_points•19m ago•0 comments

Another day, another universal Linux LPE

https://twitter.com/v12sec/status/2054491454064746629
2•throwaway2027•19m ago•0 comments

The companies making billions from the Iran war

https://www.bbc.com/news/articles/ce8pyyz5e0ro
2•robtherobber•20m ago•0 comments

OpenAI Chief Sam Altman Makes Appearance in High-Stakes Court Bout v Elon Musk

https://www.law.com/therecorder/2026/05/12/openai-chief-sam-altman-makes-appearance-in-his-high-s...
2•1vuio0pswjnm7•22m ago•1 comments

Using OR-Tools CP-SAT for Scheduling Problems

https://atalaykutlay.com/or-tools-cp-sat-for-scheduling-problems.html
2•akutlay•25m ago•0 comments

A plan to make drugs in orbit is going commercial

https://www.technologyreview.com/2026/05/13/1137153/varda-united-therapeutics-drug-manufacturing-...
1•joozio•26m ago•0 comments

Apple Project Files Allegedly Stolen in Foxconn Ransomware Attack

https://www.macrumors.com/2026/05/13/apple-files-stolen-foxconn-ransomware-attack/
1•tosh•27m ago•0 comments

Discovering Dennis Ritchie's Lost Dissertation

https://computerhistory.org/blog/discovering-dennis-ritchies-lost-dissertation/
1•birdculture•28m ago•0 comments

The Deployment Company, Back to the 70s, Apple and Intel

https://stratechery.com/2026/the-deployment-company-back-to-the-70s-apple-and-intel/
1•swolpers•28m ago•0 comments

New "ModuleJail" to Automatically Blacklist Unused Kernel Modules

https://github.com/jnuyens/modulejail
1•thefreelantern•30m ago•0 comments

Ask HN: What is the highest-quality AI-generated project you have seen?

2•bizer•31m ago•1 comments

Never Stop Learning

https://www.zdziarski.com/blog/?p=13883
1•speckx•31m ago•0 comments

A Firebase Mistake Led to a €3,167 AI Bill Overnight in My Flutter App

https://ulusoyca.medium.com/how-a-two-year-old-firebase-mistake-led-to-a-3-167-ai-bill-overnight-...
2•serial_dev•32m ago•0 comments

Debux – debug distroless Docker/Kubernetes containers with a Nix shell

https://github.com/clement-tourriere/debux
2•kelem•32m ago•0 comments

LLMs are breaking 20 year old system design

https://zknill.io/posts/llms-are-breaking-20-year-old-system-design/
2•zknill•34m ago•0 comments