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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

Where are all the Canadians going?

https://www.bbc.com/travel/article/20251211-where-are-all-the-canadians-going
1•neom•1m ago•0 comments

An Interesting Set of Artifacts

https://drive.google.com/drive/folders/18uXq5Leil2rAY5ICOfKGryRFyDFYMh80?usp=drive_link
1•d4rkn0d3z•2m ago•1 comments

Dick Van Dyke turns 100

https://www.theguardian.com/film/2025/dec/13/dick-van-dyke-centenarian-100-mary-poppins-chitty-ch...
2•thunderbong•4m ago•0 comments

Fast Sequence Iteration in Common Lisp

https://world-playground-deceit.net/blog/2025/12/fast-sequence-iteration-in-common-lisp.html
2•BoingBoomTschak•5m ago•0 comments

News broadcast reunited 10,189 families separated by war [video]

https://www.youtube.com/watch?v=Xt052H_kVuo
1•bane•12m ago•0 comments

Show HN: DAUT – AI-powered documentation generator for your codebase

https://github.com/2dogsandanerd/DAUT
1•2dogsanerd•21m ago•0 comments

Former Apple, Google designer: "Are we stuck with the same Desktop UX forever?" [video]

https://www.youtube.com/watch?v=1fZTOjd_bOQ
1•joelkesler•22m ago•1 comments

10-minute scan could help millions with hard-to-treat high blood pressure

https://medicalxpress.com/news/2025-11-minute-scan-millions-hard-high.html
1•PaulHoule•22m ago•0 comments

The Antitrust Case Against Airbnb

https://www.thesling.org/the-antitrust-case-against-airbnb/
2•ilamont•23m ago•0 comments

The Rust Reference – Behavior considered undefined

https://doc.rust-lang.org/reference/behavior-considered-undefined.html#behavior-considered-undefined
3•Brysonbw•23m ago•0 comments

Rutland mosaic depicts 'long-lost' Troy story

https://le.ac.uk/news/2025/december/rutland-mosaic-long-lost-troy-story
1•geox•24m ago•0 comments

Best of times, worst of times: record fossil-fuel profits, inflation

https://www.sciencedirect.com/science/article/pii/S2214629625003020
2•hackandthink•26m ago•0 comments

Nicer Rust Diagnostics for Neovim

https://github.com/alexpasmantier/krust.nvim
2•alexpasmantier•27m ago•0 comments

A proactive approach to more secure code

https://www.microsoft.com/en-us/msrc/blog/2019/07/a-proactive-approach-to-more-secure-code
2•Brysonbw•27m ago•0 comments

Why mRNA-based Covid-19 vaccines can cause myocarditis

https://med.stanford.edu/news/all-news/2025/12/myocarditis-vaccine-covid.html
3•blumomo•28m ago•0 comments

My day as an augmented technical writer in 2030

https://passo.uno/my-day-tech-writer-2030/
2•theletterf•28m ago•0 comments

(Google) Scholar Labs: An AI Powered Scholar Search

https://scholar.googleblog.com/2025/11/scholar-labs-ai-powered-scholar-search.html
1•harias•28m ago•0 comments

Is AI actually a Bubble?

https://www.newyorker.com/culture/open-questions/is-ai-actually-a-bubble
1•criemen•29m ago•0 comments

Show HN: Deepr Simple and modern links manager app

https://github.com/yogeshpaliyal/Deepr
1•yogeshpaliyal•34m ago•0 comments

We lost Uber as a user – PostgreSQL mailing list

https://www.postgresql.org/message-id/5797D5A1.5030009%40agliodbs.com
2•sh_tomer•35m ago•1 comments

How will software developer jobs look like in 10-15 year?

1•chrilleweb•36m ago•2 comments

The impact of robotics and unmanned systems on law enforcement

https://www.europol.europa.eu/publication-events/main-reports/unmanned-futures
1•beedeebeedee•37m ago•0 comments

WebKit Features for Safari 26.2

https://webkit.org/blog/17640/webkit-features-for-safari-26-2/
4•ksec•39m ago•0 comments

Text Diffusion Models Are Faster at Writing Code

https://nathan.rs/posts/dllm-faster-code-generation/
2•nathan-barry•40m ago•0 comments

Show HN: Free reaction time and cognitive training games for esports players

https://gamingskilltest.com/en
1•zxcholmes•41m ago•0 comments

Essential Semiconductor Physics,Mark Lundstrom Purdue University [pdf]

https://nanohub.org/resources/43623/download/Essential_Semiconductor_Physics.pdf
2•akshatjiwan•42m ago•0 comments

How to Watch the Radiant Geminid Meteor Shower Tonight

https://www.smithsonianmag.com/smart-news/this-years-best-and-brightest-meteor-shower-peaks-this-...
2•cjbarber•49m ago•0 comments

Stop Blaming the "Weatherman"

https://developer.sealegs.ai/blog/stop-blaming-the-weatherman.html
2•mattkdev•51m ago•1 comments

Freeciv 3D – help improve it with AI

https://github.com/freecivx/freecivx
1•roschdal•51m ago•2 comments

What happens if you press 'x' in Helix in a Zellij pane running in Alacritty?

https://henry.catalinismith.se/2025/12/12/what-happens-if-you-press-x-in-helix-in-a-zellij-pane-r...
3•GardenLetter27•53m ago•0 comments