frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

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

"Shouty"

https://notoneoffbritishisms.com/2026/07/01/shouty/
1•jjgreen•1m ago•0 comments

The First Nuclear Powered Website

https://nuclearwebsite.com/
1•mpweiher•2m ago•0 comments

Uruky – The Paid European Search Engine

https://robheghan.prose.sh/26_06_30_uruky
1•birdculture•3m ago•0 comments

Kim Dotcom Loses Court of Appeal Bid to Block Extradition to the U.S.

https://torrentfreak.com/kim-dotcom-loses-court-of-appeal-bid-to-block-extradition-to-the-u-s/
1•bushwart•3m ago•0 comments

LLM as a Web Server

https://jin.codes/writings/llm-as-a-web-server/
1•jinthagerman•10m ago•0 comments

Build Your First 3D Editor – Create a 3D Space on an Infinite Grid

https://aibodh.com/posts/bevy-tutorial-build-your-first-3d-editor-in-rust/
1•febin•11m ago•0 comments

Serial Dekhne Wala App – Elo TV

https://play.google.com/store/apps/details?id=com.eloelo&hl=en_US
1•Chirag12boss•15m ago•1 comments

Russia buys gasoline from India to tackle shortages

https://www.reuters.com/business/energy/russia-buys-gasoline-india-tackle-shortages-sources-say-2...
2•vrganj•17m ago•1 comments

China tells its ethnic minorities to integrate or face consequences

https://www.cnn.com/2026/07/01/china/china-ethnic-unity-law-intl-hnk
2•breve•17m ago•0 comments

Watch a Steam Controller Skitter Itself to Its Charge Puck

https://hackaday.com/2026/07/01/watch-a-steam-controller-skitter-itself-to-its-charge-puck/
1•StingyJelly•18m ago•1 comments

Software Security Analysis in 2030 and Beyond: A Research Roadmap

https://dl.acm.org/doi/10.1145/3708533
1•pjmlp•19m ago•0 comments

The Field Equation, living shader geometry folded into a breathing object

https://sand-morph.up.railway.app/the-field-equation
1•echohive42•19m ago•0 comments

The Fall of the Theorem Economy

https://davidbessis.substack.com/p/the-fall-of-the-theorem-economy
1•varjag•21m ago•0 comments

PlayStation will stop releasing games on discs in 2028

https://www.bbc.com/news/articles/c0ryjyvjq41o
2•isaacfrond•22m ago•0 comments

EU could announce social media ban for kids in September

https://www.euractiv.com/news/eu-plans-to-announce-social-media-ban-for-kids-in-september/
1•Klaster_1•24m ago•0 comments

Notes: Principles of Neural Design

https://act65com.wordpress.com/2018/08/13/notes-principles-of-neural-design/
1•Kotlopou•28m ago•0 comments

Token Leaderboards

https://www.didon.app/blog/ai-token-leaderboards-employee-usage-tracking
2•babakzy•29m ago•0 comments

EU top court dismisses Google fight against record €4B EU antitrust fine

https://www.reuters.com/world/eu-top-court-dismisses-google-fight-against-record-41-billion-eu-an...
4•bontoJR•32m ago•0 comments

Agents.md is lying to your agent – and nothing checks it

https://hunch-pi.vercel.app/blog/post?slug=agents-md-is-lying-to-your-agent
1•huchdave•32m ago•0 comments

Google Reader was building the wrong future

https://buttondown.com/blog/google-reader
2•maguay•36m ago•0 comments

The Age of Personalized Hardware Is Coming

https://geastack.com/blog-the-age-of-personalized-hardware-is-coming
2•arbayi•39m ago•0 comments

Books, Highlights and Progress on Every E-Reader: BookFusion for KOReader

https://www.blog.bookfusion.com/your-books-highlights-progress-onevery-e-reader-bookfusion-for-ko...
2•skillachie•41m ago•0 comments

Synthetic Customers Earn Their Stripes

https://www.bain.com/insights/synthetic-customers-earn-their-stripes/
2•fzliu•41m ago•0 comments

Show HN: MyWritingTwin: an AI Writing Profile that makes LLMs sound like you

https://www.mywritingtwin.com
3•writingdna•51m ago•1 comments

Spent EV Batteries Get Second Life as Higher-Performance Battery Material

https://today.ucsd.edu/story/spent-ev-batteries-get-second-life-as-higher-performance-battery-mat...
3•giuliomagnifico•53m ago•0 comments

EXo Platform 7.2: Native AI Powering a Unified and Intelligent Digital Workplace

https://www.exoplatform.com/blog/exo-platform-7-2-ai-powered-unified-digital-workplace/
3•jaouanebrahim•54m ago•1 comments

A bug I ran into when using Java Modules

https://old.reddit.com/r/java/comments/1ul2wiz/a_bug_i_ran_into_when_using_java_modules_plus/
2•Tomte•55m ago•0 comments

Word Count for Blog Posts: How Long Should Yours Be?

https://fastwordcount.com/blog/real-time-word-counter-boost-your-writing-efficiency/
1•rajkverma123•59m ago•2 comments

Grasse and the London Connection (2025)

https://www.englishmaningrasse.com/post/grasse-and-the-london-connection
1•zeristor•1h ago•0 comments

A 'new way of thinking' boosted math proficiency in an East Palo Alto school

https://www.paloaltoonline.com/east-palo-alto/2026/07/01/a-new-way-of-thinking-boosted-math-profi...
6•hbarka•1h ago•1 comments