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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

FDA approves first GLP-1 weight loss pill

https://www.novonordisk.com/news-and-media/news-and-ir-materials/news-details.html
1•jshchnz•27s ago•0 comments

Welcome to the Weird, Wonderful British Ritual of Panto Theater

https://www.bloomberg.com/news/articles/2025-12-22/welcome-to-the-weird-wonderful-british-ritual-...
2•helsinkiandrew•3m ago•2 comments

TempleOS: FlightSim and FirstPersonShooter [video] [REPOST 2015]

https://www.youtube.com/watch?v=sIbcud3E36s
1•felipelalli•6m ago•1 comments

iOS 26.3 Brings AirPods-Like Pairing to Third-Party Devices in EU Under DMA

https://www.macrumors.com/2025/12/22/ios-26-3-dma-airpods-pairing/
3•Tomte•7m ago•0 comments

Show HN: A vibe-coded database GUI

https://seaquel.app
1•mootoday•14m ago•0 comments

Scamp (Suite for Computer-Assisted Music in Python)

https://scamp.marcevanstein.com
1•bthallplz•15m ago•0 comments

60 Minutes prison segment postponed by CBS briefly viewed in Canada on Global TV

https://www.cbc.ca/news/canada/cbs-60-minutes-report-el-salvador-cecot-global-9.7025912
10•throwawaysleep•18m ago•0 comments

Show HN: We built an AI Humanizer to fix unnatural AI writing

https://dechecker.ai/ai-humanizer
1•GrammarChecker•18m ago•0 comments

Starlog Is Prolog with Nested Predicate Calls

https://github.com/luciangreen/prolog_to_starlog
1•luciangreen128•22m ago•0 comments

Frederick Douglass on the Book That Changed His Life

https://derekbishton.com/frederick-douglass-on-the-book-that-changed-his-life/
1•shrubble•29m ago•1 comments

After Power Outage, SF Wonders: Can Robot Taxis Handle a Big Earthquake?

https://www.nytimes.com/2025/12/22/us/waymo-san-francisco-power-earthquake.html
2•mikhael•30m ago•0 comments

Memelang: An Axial Grammar for LLM-Generated Vector-Relational Queries

https://arxiv.org/abs/2512.17967
1•bri-holt•31m ago•0 comments

Grok's Phone Number

https://x.ai/legal/faq#can-i-phone-text-or-message-grok
1•swatson741•35m ago•0 comments

The AI History That Explains Fears of a Bubble

https://time.com/7340901/ai-history-bubble-benchmarks/
1•chrchr•42m ago•0 comments

Unverified Rumor Trump Admin in Talks with Edward Snowden for a Full Pardon

https://x.com/i/trending/2003299623616549167
4•annon3845•43m ago•1 comments

Aisora2.com

https://aisora2.com/
1•businesszh•48m ago•0 comments

Yes, AGI Can Happen – A Computational Perspective

https://danfu.org/notes/agi/
1•gmays•50m ago•0 comments

Show HN: Nønos – a zero-state OS that runs in RAM

https://docs.nonos.systems/building-nonos-os/running-in-qemu
1•mighty_moran•53m ago•1 comments

AI Data Center Gold Rush Driven by 1000's of Newcomers

https://www.bloomberg.com/graphics/2025-ai-data-center-ownership/
1•1vuio0pswjnm7•58m ago•0 comments

Houdini and the Magic of Logistics

https://www.tandfonline.com/doi/full/10.1080/17530350.2025.2471601#abstract
1•Tomte•1h ago•0 comments

Your chatbot keeps a file on you

https://www.washingtonpost.com/technology/2025/12/22/ai-privacy-settings-chatgpt-gemini-claude-co...
3•1vuio0pswjnm7•1h ago•1 comments

Could Torontonians soon ride self-driving taxis? That's Waymo's plan

https://www.cbc.ca/news/canada/toronto/waymo-self-driving-taxis-toronto-9.7023379
2•amichail•1h ago•0 comments

Alloconda: Zig toolkit for writing CPython extensions

https://github.com/mattrobenolt/alloconda
2•mattrobenolt•1h ago•0 comments

Show HN: CineCLI – Browse and torrent movies directly from your terminal

https://github.com/eyeblech/cinecli
3•samsep10l•1h ago•1 comments

Unix "find" expressions compiled to bytecode

https://nullprogram.com/blog/2025/12/23/
2•signa11•1h ago•0 comments

In Which My Situation Is Discussed

https://ascii.textfiles.com/archives/5783
3•Tomte•1h ago•0 comments

South Atlantic Anomaly

https://en.wikipedia.org/wiki/South_Atlantic_Anomaly
1•sixthDot•1h ago•2 comments

Show HN: Starships.ai – Build, deploy and orchestrate an AI agent team

https://starships.ai
4•brayn003•1h ago•1 comments

FreeBSD Closes the Laptop Gap: Year One Project Update

https://freebsdfoundation.org/blog/freebsd-closes-the-laptop-gap-year-one-project-update/
1•todsacerdoti•1h ago•0 comments

Show HN: I built a parser to use Singapore QRs with Wise/my home bank

https://noppanut15.github.io/SnapUEN/
2•noppanut15•1h ago•2 comments