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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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

Nerd: The First Programming Language Not Built for Humans

https://www.nerd-lang.org/about
1•gnanagurusrgs•26s ago•0 comments

Future of space exploration depends on better biology

https://www.economist.com/leaders/2025/12/30/the-future-of-space-exploration-depends-on-better-bi...
1•smurda•1m ago•0 comments

Show HN: Open-source AI agent Framework

https://github.com/claude-php/claude-php-agent
1•dalemhurley•6m ago•0 comments

Writing a performant autograd on tenstorrent wormhole p1

https://mewtwo.bearblog.dev/wormhole-autograd-p1/
1•csirak1528•7m ago•0 comments

The Struggle for Sudan

https://www.merip.org/the-struggle-for-sudan/
1•mhb•8m ago•0 comments

We need to reassess our relationship to digital tech

https://disconnect.blog/we-need-to-reassess-our-relationship-to-digital-tech/
1•bovermyer•9m ago•0 comments

California’s billionaire tax, explained

https://sfstandard.com/2025/12/30/california-s-billionaire-tax-explained/
2•donsupreme•10m ago•0 comments

Be aware when opening "take home challenges" from untrusted recruiters

https://www.reddit.com/r/cscareerquestions/s/qIYFSd4lUW
4•satvikpendem•15m ago•0 comments

To the people who've helped me become the way that I am

https://acknowledgements.aadillpickle.com/
1•dependency_2x•15m ago•1 comments

Interview with Steve Wozniak After Jobs' Departure (1985)

https://computeradsfromthepast.substack.com/p/interview-with-steve-wozniak-after
1•rbanffy•16m ago•0 comments

Roadmap to Java

https://nemorize.com/roadmaps/java
1•reverseblade2•21m ago•0 comments

Ray Bradbury S3E5 The Pedestrian (Transcript)

https://subslikescript.com/series/The_Ray_Bradbury_Theater-88591/season-3/episode-5-The_Pedestrian
2•raybadbury•27m ago•1 comments

What to know about latest rupture of the Bearspaw South feeder main

https://calgaryherald.com/news/feeder-main-break-2-0-q
1•petethomas•27m ago•0 comments

Runtime invariant to rule count in a single-pass boundary execution model

https://targetedwebresults.com/pounce-demo-final.gif
1•MKuykendall•27m ago•2 comments

Rembg: Remove Image Backgrounds

https://github.com/danielgatis/rembg
1•Olshansky•29m ago•0 comments

Leaks Predict $5000 RTX 5090 GPUs in 2026 Thanks to AI Industry Demand

https://www.techpowerup.com/344578/leaks-predict-usd-5000-rtx-5090-gpus-in-2026-thanks-to-ai-indu...
1•linksbro•43m ago•0 comments

Meta AI chief Alexandr Wang says will have kids only after Elon Musk's Neuralink

https://www.businessinsider.com/scale-ai-founder-alexandr-wang-meta-neuralink-kids-elon-musk-2025-6
1•radeeyate•46m ago•0 comments

Show HN: Chat with people who share the same Internet connection (= IP address)

https://ipchat.org
2•kkovacs•51m ago•2 comments

Bokehlicious Selfies in Python (2020)

https://www.rahulrav.com/blog/bokehlicious.html
1•azhenley•54m ago•0 comments

52 Things I Learned in 2025

https://probablyinteresting.substack.com/p/52-things-i-learned-in-2025
1•zdw•54m ago•0 comments

Show HN: BusterMQ, Thread-per-core NATS server in Zig with io_uring

https://bustermq.sh/
7•jbaptiste•56m ago•0 comments

It will be more practical to fingerprint real media than fake media

https://www.engadget.com/social-media/instagram-chief-ai-is-so-ubiquitous-it-will-be-more-practic...
3•geox•56m ago•0 comments

A geological carbon cycle sink hosted by ocean crust talus breccias

https://www.nature.com/articles/s41561-025-01839-5
1•PaulHoule•56m ago•0 comments

Predictions on how software will be built in 2026 by CTO of non-AI company

https://behan.substack.com/p/reflections-on-the-best-year-of-my
3•behan•57m ago•1 comments

Application Prohibited Internationally

https://tuckersiemens.com/posts/application-prohibited-internationally/
2•nfrmatk•57m ago•0 comments

Show HN: Use Internationalizationext in Astro

https://github.com/gutenye/astro-i18next
1•GutenYe•57m ago•0 comments

Happy New Year

https://en.wiktionary.org/wiki/Bliadhna_Mhath_%C3%99r
3•onraglanroad•58m ago•1 comments

New measles cases in S. Carolina put U.S. at risk of losing elimination status

https://www.nbcnews.com/health/health-news/measles-south-carolina-us-elimination-status-rcna251515
6•lemonberry•59m ago•0 comments

Capital in the 22nd Century

https://philiptrammell.substack.com/p/capital-in-the-22nd-century
2•newyankee•59m ago•2 comments

Simvastatin-induced skeletal muscle weakness associated with mutation

https://www.jci.org/articles/view/194490
1•bookofjoe•1h ago•0 comments