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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

French-American chemist makes major breakthrough in recycling of rare earths [video]

https://www.youtube.com/watch?v=v-RVZVwuPdU
1•thelastgallon•2m ago•0 comments

Small plug-in solar gain traction as an affordable way to cut electricity bills [video]

https://www.youtube.com/watch?v=yVO9GcNlkLQ
1•thelastgallon•3m ago•0 comments

Beautiful Abelian Sandpiles

https://eavan.blog/posts/beautiful-sandpiles.html
1•eavan0•3m ago•0 comments

The Authoritarian Stack

https://authoritarian-stack.info/
2•saubeidl•4m ago•0 comments

Show HN: AI Sommelier for WooCommerce Wine Stores

https://wordpress.org/plugins/pinpointed-ai-sommelier/
1•pinpointed•4m ago•0 comments

Why the world should worry about stablecoins

https://www.ft.com/content/a5f4b737-215f-4e40-b6e8-0c3ade7e9a30
2•kevin061•7m ago•0 comments

The State of Solo Founding

https://solofounders.com/report
1•davj•8m ago•0 comments

The internet was already slop

https://sophia.ooo/writing/the-internet-was-already-slop/
1•grimpy•12m ago•2 comments

Monster Mash – sketch any character, then inflate to 3D and animate it

https://monstermash.zone/
1•summarity•13m ago•0 comments

Show HN: I built an AI tool to evaluate my AngelList deal flow

1•stiline06•13m ago•0 comments

We all grew up watching TV, so why is YouTube so different?

https://www.cubflix.com/blog/we-all-grew-up-watching-tv-so-why-is-youtube-so-different
2•gillyb•13m ago•0 comments

Bulking, Metabolism, and Selection Effects

https://greyenlightenment.com/2025/10/27/bulking-metabolism-and-selection-effects/
1•paulpauper•14m ago•0 comments

Federal Reserve Board requests input on potential changes to check services

https://www.federalreserve.gov/newsevents/pressreleases/other20251204b.htm
2•gscott•14m ago•0 comments

Pompeii House Frozen Mid-Renovation Reveals Secrets of Roman Cement

https://www.scientificamerican.com/article/pompeii-house-frozen-mid-renovation-reveals-secrets-of...
1•quapster•14m ago•0 comments

Facebook is merging Reels and Videos

https://about.fb.com/news/2025/06/making-it-easier-create-videos-facebook/
1•hedayet•16m ago•1 comments

Agentic AI Foundation

https://block.xyz/inside/block-anthropic-and-openai-launch-the-agentic-ai-foundation
2•thinkingkong•19m ago•1 comments

Semiconductor industry enters 'giga cycle' – scale of AI is rewriting economics

https://www.tomshardware.com/tech-industry/semiconductors/semiconductor-industry-enters-giga-cycl...
5•speckx•19m ago•0 comments

Accelerating Spark Queries

1•hkverma•22m ago•0 comments

Show HN: Prompt tuning with compliance and risk assessment.

https://agentictuner.ai
1•phrocker•23m ago•0 comments

Show HN: UIforSaaS – Production-Ready SaaS UI Kit for React and Tailwind

https://www.uiforsaas.dev/
1•FlorinDobinciuc•28m ago•0 comments

Improve your docs by giving your AI assistant the project's issues

https://tonyaldon.com/2025-12-09-improve-your-docs-by-giving-your-ai-assistant-the-project-issues/
1•tonyaldon•28m ago•0 comments

Selling H200s to China Is Unwise and Unpopular

https://thezvi.wordpress.com/2025/12/09/selling-h200s-to-china-is-unwise-and-unpopular/
1•speckx•32m ago•1 comments

Common Threads

https://pudding.cool/2025/12/motifs/
1•feross•34m ago•0 comments

Show HN: Client-side file tools – PDF, images, crypto, all in-browser

https://nouploadtools.com
1•digi_wares•35m ago•0 comments

It is counterproductive to force cache on all tools of an agent

1•istvan_intrnd•35m ago•0 comments

We Manage Cloudflare with Infrastructure as Code

https://blog.cloudflare.com/shift-left-enterprise-scale/
2•eldridgea•36m ago•0 comments

The Resonant Computing Manifesto

https://resonantcomputing.org/
1•sinak•37m ago•0 comments

The Tate Modern posted my job application on the internet

https://maxakohler.substack.com/p/the-tate-modern-posted-my-job-application
1•speckx•38m ago•1 comments

Express JavaScript API sucks, so meebo

https://github.com/Mike-Medvedev/meebo
1•medvedevil•38m ago•1 comments

The Year of the Linux Desktop Is Finally Here – But Not for Humans

https://mofeed.xyz/posts/linux-agentic-desktop/
1•mo_ajeeb•40m ago•0 comments