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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

Show HN: Let your AI agents paint big arrows, boxes and text on your screen

https://github.com/franzenzenhofer/big-arrow-on-the-screen
1•franze•2m ago•0 comments

Optogenetic Therapy for Restoring Aspects of Visual Function

https://www.nejm.org/doi/full/10.1056/NEJMoa2602215?referrer=https%3A%2F%2Fwww.google.com%2F
1•bookofjoe•2m ago•1 comments

What's on That Access Port?

https://danielmangum.com/posts/whats-on-that-access-port/
1•hasheddan•3m ago•0 comments

Vanillin provides a sweet solution for chronic wound healing

https://news.flinders.edu.au/blog/2026/10/06/vanillin-provides-a-sweet-solution-for-chronic-wound...
1•geox•6m ago•0 comments

Dear LLM, or how I stopped getting generic advice

https://kol3x.com/blog/dear-llm-or-how-i-stopped-getting-generic-advice/
2•kol3x•6m ago•1 comments

Show HN: Control swarm with dynamic code insertions

https://nohope.io
1•levmiseri•6m ago•1 comments

Singapore requires independent review for AI use cases in Fintech

https://www.theregister.com/ai-and-ml/2026/10/08/singapores-central-bank-wants-all-fintech-ai-use...
1•giamma•9m ago•0 comments

Why Vim Is More Than Just an Editor

https://www.ssp.sh/blog/why-using-neovim-data-engineer-and-writer-2023/
2•sebg•11m ago•0 comments

Show HN: IsCited – find out if AI assistants cite your website

https://iscited-enzovezzaros-projects.vercel.app
1•undergroundengi•12m ago•0 comments

Writing Code Is Easy. Delivering a Software Product Is Still Hard

https://franciscotrindade.me/blog/writing-code-is-easy-delivering-a-software-product-is-still-hard/
1•franciscomt•12m ago•0 comments

Show HN: A disk diagnostic for macOS developers

https://backspace.tedydev.com/
2•road42runner•13m ago•1 comments

MSC 2020 - Mathematics Subject Classification System [pdf]

https://msc2020.org/MSC_2020.pdf
1•nill0•13m ago•0 comments

I built an Instagram dashboard for vetting influencers before paying them

https://hikerapi.com/
1•irtazapenta•18m ago•1 comments

Margaret Hamilton, whose software helped land Apollo astronauts on the moon

https://www.cnn.com/2026/10/07/science/nasa-apollo-margaret-hamilton-software
2•01-_-•19m ago•0 comments

Learning Practical System Design

1•rcdmrl•19m ago•0 comments

Ask HN: Why hasn't AI replaced Tax filing software

2•thelastgallon•25m ago•2 comments

Google wounded the internet, AI companies are treating the injury with mercury

https://pdelboca.me/writings/2026/10/08/google-wounded-ai-mercury.html
2•pdelboca•26m ago•0 comments

Errors and withdrawals of 3 OAI results on algebraic geometry

https://www.reddit.com/r/mathematics/comments/1x0n92w/errors_and_withdrawals_of_3_oai_results_on/
1•dash2•27m ago•0 comments

AI Could End Encryption as We Know It

https://ai-frontiers.org/articles/ai-could-end-encryption-as-we-know-it
2•mrkd•28m ago•0 comments

Kubernetes v1.37: Tracking When a PersistentVolumeClaim Was Last Used (Beta)

https://kubernetes.io/blog/2026/09/21/kubernetes-v1-37-pvc-last-used-time/
1•hnd9q09qk4•30m ago•0 comments

What 200 Startups Got Wrong About Buying Market Data

https://tradermade.com/blog/what-we-learned-from-200-startups-buying-market-data
1•rahulKTM•32m ago•0 comments

Anne Carson wins Nobel Prize for Literature 2026

https://www.nobelprize.org/prizes/literature/2026/summary/
4•theanonymousone•32m ago•0 comments

Nobel Prize in Literature 2026 Awarded to Anne Carson

https://www.nobelprize.org/prizes/literature/2026/press-release/
6•bananaflag•32m ago•0 comments

Show HN: Quady3D – the AI 3D workflow I couldn't find, so I built it

https://quady3d.com
1•tover0314•33m ago•0 comments

Literature Nobel 2026 goes to Anne Carson

https://www.theguardian.com/books/live/2026/oct/08/nobel-prize-in-literature-2026-winner-latest-n...
2•theanonymousone•34m ago•0 comments

AI breakthroughs in robotics won't change your life any time soon

https://www.technologyreview.com/2026/10/08/1145923/ai-breakthroughs-in-robotics-wont-change-your...
2•joozio•34m ago•0 comments

When It Rains Agents, Bring a Mainbrella

https://mainbrella.com/blog/when-it-rains-agents-bring-a-mainbrella/
1•cs1996•40m ago•0 comments

Open-Source Rust Alternatives to Adobe Apps

https://getartcraft.com/
28•SweetSoftPillow•41m ago•17 comments

Dread's onion private keys compromised through a vulnerability in Gobalance

https://twitter.com/DarkWebInformer/status/2107903151697256936
2•rzk•42m ago•0 comments

Show HN: Low-Latency Kit – Self-Hosted WebRTC Signaling and SFU in Go

https://lowlatencykit.com
1•lowlatencykit•43m ago•0 comments