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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

I built an AI image generator that turns simple prompts into quality visuals

https://nanobananagen.org/
1•huixiaodewenzi•1m ago•1 comments

FluxVector – Free vector search API with built-in multilingual embeddings

https://fluxvector.dev
1•andresdp•1m ago•0 comments

Axios Compromised on NPM – Malicious Versions Drop Remote Access Trojan

https://www.stepsecurity.io/blog/axios-compromised-on-npm-malicious-versions-drop-remote-access-t...
2•mtud•1m ago•1 comments

Seems like a bad idea: "One login to connect Glassdoor and Indeed"

https://www.glassdoor.ca/about/onelogin/
1•SteveVeilStream•1m ago•1 comments

Show HN: Asto – AST-based code editing for AI agents

https://github.com/ntaraujo/asto
1•ntaraujo1•8m ago•0 comments

Show HN: HN Sieve – AI scores every HN project so you don't miss the good ones

https://github.com/primoia/hn-sieve
1•cezarvil•11m ago•0 comments

Earth's Fortunate Escape Velocity

https://www.universal-sci.com/headlines/2018/4/22/the-challenges-of-an-alien-spaceflight-program-...
1•sinoue•15m ago•0 comments

You still have to refactor, even with AI

https://www.adamhjk.com/blog/you-still-have-to-refactor-even-with-ai/
3•vinhnx•15m ago•0 comments

Super Investor

https://apps.apple.com/us/app/super-investor/id1441737952
1•jm33077•16m ago•0 comments

TokenSurf – Drop-in proxy that cuts LLM costs 40-94%

https://tokensurf.io
2•CemBas•16m ago•0 comments

Llama.cpp at 100k Stars

https://twitter.com/ggerganov/status/2038632534414680223
1•simonpure•17m ago•0 comments

NASA Computing in the '80's – JPL Building 230 [video]

https://www.youtube.com/watch?v=T_bqc76_3xU
1•jnord•21m ago•0 comments

American Exchange Group to buy sneaker maker Allbirds for $39M

https://www.reuters.com/business/american-exchange-group-buy-sneaker-maker-allbirds-39-million-20...
2•noleary•23m ago•0 comments

100x Less Power: The Breakthrough That Could Solve AI's Energy Crisis

https://scitechdaily.com/100x-less-power-the-breakthrough-that-could-solve-ais-massive-energy-cri...
1•g-b-r•23m ago•2 comments

Inkline: All-in-one workspace for authors and creative writers

https://github.com/enxilium/inkline
1•sukdip•24m ago•1 comments

Askable – give any UI element LLM awareness with one attribute

https://askable-ui.github.io/askable/
2•vamgan•26m ago•0 comments

Trump Tells Aides He's Willing to End War Without Reopening Hormuz

https://www.wsj.com/world/middle-east/trump-iran-war-strait-of-hormuz-ee950ad4
5•Jimmc414•27m ago•2 comments

Federal judges report broad adoption of AI tools

https://news.northwestern.edu/stories/2026/03/northwestern-study-finds-a-significant-number-of-fe...
2•pseudolus•28m ago•0 comments

We hate AI-assisted articles

https://idiallo.com/blog/why-we-hate-llm-articles
2•foxfired•29m ago•1 comments

Mr. Chatterbox is a Victorian-era ethically trained model

https://simonwillison.net/2026/Mar/30/mr-chatterbox/
2•y1n0•29m ago•0 comments

Effective Strategies for Asynchronous Software Engineering Agents

https://arxiv.org/abs/2603.21489
2•simonpure•31m ago•1 comments

Artemis II is not safe to fly

https://idlewords.com/2026/03/artemis_ii_is_not_safe_to_fly.htm
3•idlewords•32m ago•0 comments

How the Solar Wind Works

https://phys.org/news/2026-03-solar.html
2•y1n0•34m ago•0 comments

Put the Certificate Down

https://awakenedvoices.substack.com/p/put-the-certificate-down
1•sacredcam•38m ago•0 comments

See the Computers That Powered the Voyager Space Program

https://hackaday.com/2026/03/30/see-the-computers-that-powered-the-voyager-space-program/
1•y1n0•38m ago•0 comments

Pete Hegseth's broker looked to buy defence fund before Iran attack

https://www.ft.com/content/744ea8dc-6d93-4fe9-a5e3-36de4f5d06db
3•petethomas•39m ago•0 comments

Arbitrary Code Execution Discovered in Super Mario Bros 1 (1985)

https://tasvideos.org/10297S
2•sciolistse•40m ago•0 comments

Show HN: Agent Red Team – Adversarial testing for AI agents before production

https://agentredteam.ai
3•LukataSolutions•41m ago•1 comments

Release Engineering Lessons from Google and Facebook

https://morrigan-tech.com/blog/release-engineering-lessons/
1•gpi•45m ago•1 comments

Anthropic's Claude popularity with paying consumers is skyrocketing

https://techcrunch.com/2026/03/28/anthropics-claude-popularity-with-paying-consumers-is-skyrocket...
3•gmays•46m ago•1 comments