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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Lightweight self-hosted internet radio management

https://github.com/tchovi/AirBoneRadio
1•Indigenism•1m ago•1 comments

Greece moves to protect minors from social media with new ban for kids under 15

https://www.latimes.com/world-nation/story/2026-04-09/greece-moves-to-protect-minors-from-social-...
1•1vuio0pswjnm7•2m ago•0 comments

Ask HN: What should I do with my app? 130 downloads 3 real subscribers

1•oyaa52•2m ago•0 comments

EPA Moves to Ease Coal Ash Regulations for Power Plants

https://www.law.com/nationallawjournal/2026/04/10/epa-moves-to-ease-coal-ash-regulations-for-powe...
1•1vuio0pswjnm7•6m ago•0 comments

Models self-report differece between RHLF trained responses and base cognition

https://github.com/Habitante/pine-trees/blob/main/docs/claude_code_interview.md
1•daniel-navarro•9m ago•0 comments

TigerBeetle: A Trillion Transactions [video]

https://www.youtube.com/watch?v=y2_BqkKTbD8
1•adityaathalye•11m ago•1 comments

Strong feeling: we are in a folded AI reality

1•Jet_Xu•11m ago•0 comments

Open source was never about trust

https://opensourcesecurity.io/2026/04-never-about-trust/
1•jruohonen•11m ago•0 comments

Chess – An Analogy for Conversation

https://talk.bradwoods.io/blog/chess
1•bradwoodsio•12m ago•0 comments

Founders Need to Be Ruthless When Chasing Deals

https://steveblank.com/2024/04/16/founders-need-to-be-ruthless-when-chasing-deals/
1•tie-in•16m ago•0 comments

My baby deer plushie told me that Mitski's dad was a CIA operative

https://www.theverge.com/ai-artificial-intelligence/910008/fawn-friends-ai-companion
1•greesil•17m ago•0 comments

US appeals court declares 158-year-old home distilling ban unconstitutional

https://www.theguardian.com/law/2026/apr/11/appeals-court-ruling-home-distilling-ban-unconstituti...
20•Jimmc414•18m ago•3 comments

Catalog of AI Knowledge Retrieval, Memory and RAG Systems

https://github.com/machinarii/ai-knowledge-systems-catalog
2•datalater•18m ago•0 comments

Method to reverse cellular ageing is about to be tested in humans

https://www.nature.com/articles/d41586-026-01024-7
4•jawiggins•19m ago•0 comments

US – Iran negotiations end with no deal reached

https://www.nytimes.com/live/2026/04/11/world/iran-war-trump-talks-pakistan
14•chirau•36m ago•4 comments

No deal reached in Iran – US talks

5•chirau•38m ago•0 comments

Emergency Prices: How Private Equity Captured the Ambulance Market

https://www.thebignewsletter.com/p/code-red-why-your-city-cant-affordor
2•walterbell•43m ago•0 comments

The Center Has a Bias

https://lucumr.pocoo.org/2026/4/11/the-center-has-a-bias/
2•theshrike79•45m ago•0 comments

Code on Incus: Security-Hardened Container Runtime for AI Coding Agents

https://github.com/mensfeld/code-on-incus
1•inktype•46m ago•0 comments

Find spaces to work and remote workers to connect with

https://opentotalk.it
1•alainrk•47m ago•0 comments

What comes after Open Source?

1•fxtentacle•48m ago•0 comments

Jonathan Blow on Italo Calvino and Video Games [video]

https://www.youtube.com/watch?v=vI16Txc7x1s
1•nathancspencer•48m ago•0 comments

Aids Info Disk: a playthrough of the first-ever ransomware

https://marnetto.net/2026/03/14/aids-info-disk
2•TMWNN•51m ago•0 comments

Scrum Master Interview Questions for the AI Era

https://age-of-product.com/10-scrum-master-interview-questions-ai-era/
1•swolpers•51m ago•0 comments

Show HN: Two Claudes collaborating through shared memory on a $100 mini-PC

2•asixicle•52m ago•0 comments

The Brainrot Industrial Complex

https://jshamsul.com/essays/2026-04-12-brainrot-industrial-complex
10•jibone•54m ago•0 comments

Iran and US fail to reach a deal (conomictimes.indiatimes.com)

https://economictimes.indiatimes.com/news/international/world-news/iran-and-us-failed-to-reach-a-...
2•SilentM68•1h ago•0 comments

Unauthenticated Object Write Vulnerability in MinIO

https://github.com/minio/minio/security/advisories/GHSA-9c4q-hq6p-c237
2•llui85•1h ago•1 comments

Show HN: Drowning in messages after 6 months as a CSM, I built a cat timer

https://apps.apple.com/us/app/purrrrrfocus-zen-cat-timer/id6753966008
1•louischen•1h ago•0 comments

Weather Prediction Markets Are Booming. Can They Improve Forecasts?

https://www.bloomberg.com/news/articles/2026-04-10/what-are-weather-prediction-markets-and-do-the...
1•fittingopposite•1h ago•1 comments