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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

Fork, Explore, Commit: OS Primitives for Agentic Exploration

https://arxiv.org/abs/2602.08199
1•matt_d•19s ago•0 comments

'The Dark Wizard' Deconstructs the Mythology of the Dirtbag Rebel

https://www.climbing.com/culture-climbing/how-the-dark-wizard-deconstructs-the-mythology-of-the-d...
1•bryanrasmussen•1m ago•0 comments

How banned AI chips end up in China

https://www.the-substrate.net/p/how-banned-ai-chips-end-up-in-china
1•erwald•1m ago•0 comments

Segment Heap support for C++ projects in Visual Studio

https://devblogs.microsoft.com/cppblog/segment-heap-support-for-c-projects-in-visual-studio/
1•ibobev•2m ago•0 comments

Show HN: Billoop – generate Factur-X and UBL e-invoices from Shopify orders

https://apps.shopify.com/billoop
1•max-roma•2m ago•0 comments

Negation Neglect: When models fail to learn negations in training

https://arxiv.org/abs/2605.13829
1•Timofeibu•2m ago•0 comments

Drone Mishap with XM183 MiniBlast Redacted

https://www.documentcloud.org/documents/28124600-drone-mishap-with-xm183-miniblast-redacted/
1•rolph•3m ago•0 comments

Liquid AI releases fine-tuning harness for AI agents

https://lqh.ai/
1•pember•3m ago•0 comments

Apple iPhone's share of U.S. smartphone sales hits 75% at Big 3 carriers

https://macdailynews.com/2026/05/15/apple-iphones-share-of-u-s-smartphone-sales-hits-75-at-big-3-...
1•mgh2•3m ago•0 comments

Should we chaos test our agents?

https://github.com/Corbell-AI/evalmonkey
1•himmi-01•3m ago•1 comments

Doctor's AI notetaker may be making things up, Ontario audit finds

https://arstechnica.com/health/2026/05/your-doctors-ai-notetaker-may-be-making-things-up-ontario-...
1•Timofeibu•3m ago•0 comments

Cisco announces record revenue and 4k layoffs in the same day

https://arstechnica.com/information-technology/2026/05/cisco-announces-record-revenue-and-4000-la...
1•taubek•4m ago•0 comments

Even mild blows to the head disrupt the microbiome

https://www.nature.com/articles/d41586-026-01504-w
1•Brajeshwar•5m ago•0 comments

Exploitbench

https://exploitbench.ai/
1•anp•7m ago•0 comments

Project Gutenberg – keeps getting better

https://www.gutenberg.org/
8•JSeiko•8m ago•2 comments

What are Forward Deployed Engineers, and why are they so in demand?

https://newsletter.pragmaticengineer.com/p/forward-deployed-engineers
3•carlos-menezes•9m ago•0 comments

I love Linux, but I can't quit Windows

https://jpain.io/i-love-linux-but-i-cant-quit-windows/
3•speckx•10m ago•1 comments

Why do Windows editions on 32-bit x86 systems artificially limit RAM to 4 GB?

https://devblogs.microsoft.com/oldnewthing/20260512-00/?p=112316
1•supermatou•11m ago•0 comments

UCF Commencement Speaker Draws Boos After A.I. Remarks

https://www.nytimes.com/2026/05/14/style/ucf-commencement-ai-booed-gloria-caulfield.html
4•reaperducer•14m ago•1 comments

Google Analytics 4 Is Lying to You About AI Traffic

https://medium.com/@eliotdill/google-analytics-4-is-lying-to-you-about-ai-traffic-and-they-might-...
1•DillyDally125•16m ago•0 comments

5× faster fast_blur in image-rs

https://apas.tel/blog/optimizing-image-rs-blur
1•art049•16m ago•0 comments

How Fedora is responding to recent Kernel vulnerabilities

https://fedoramagazine.org/how-fedora-is-responding-to-recent-kernel-vulnerabilities/
1•speckx•16m ago•0 comments

How I'm building a better way to understand and store legacy logs

https://www.mihirdeshpande.com/posts/logslim
2•mihirrd•16m ago•0 comments

If you are redlining the LLM, you aren't headlining

https://ghuntley.com/redlining/
1•cebert•21m ago•1 comments

Narwhal 0.7 – Rust message broker on io_uring, now with FIFO channels

https://github.com/ortuman/narwhal/releases/tag/narwhal-0.7.0
1•ortuman•23m ago•1 comments

Researchers unearth Southeast Asia's largest dinosaur

https://www.npr.org/2026/05/14/nx-s1-5819740/dinosaur-thailand-sauropod-giant-asia-paleontology
2•Brajeshwar•23m ago•0 comments

Moving away from Tailwind, and learning to structure my CSS

https://jvns.ca/blog/2026/05/15/moving-away-from-tailwind--and-learning-to-structure-my-css-/
2•surprisetalk•23m ago•0 comments

Show HN: Setup a box on demand and run your agent on it remotely

https://www.gibil.dev/
2•AlexFromTwelve•24m ago•0 comments

Show HN: Nemo – A visual, local server and job runner

https://github.com/andrewchilds/nemo
2•andrewchilds•26m ago•0 comments

Can LLMs Play Baba Is You?

https://meffmadd.github.io/samplesurium/posts/baba_is_agent/
3•meffmadd•27m ago•0 comments