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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Ask HN: When has a "dumb" solution beaten a sophisticated one for you?

1•amadeuswoo•5m ago•0 comments

Why some clothes shrink in the wash – and how to 'unshrink' them – Swinburne

https://www.swinburne.edu.au/news/2025/08/why-some-clothes-shrink-in-the-wash-and-how-to-unshrink...
1•OptionOfT•10m ago•0 comments

Show HN: VAM Seek – 2D video navigation grid, 15KB, zero server load

https://github.com/unhaya/vam-seek
2•haasiy•11m ago•0 comments

A curated list of free courses with certifications

https://github.com/cloudcommunity/Free-Certifications
2•javatuts•16m ago•0 comments

Bruno – local and Git-native solution to accelerate and secure API

https://www.usebruno.com/
1•javatuts•16m ago•0 comments

"Drink Up" Says a Lobbied FDA: Relaxed Guidelines on Alcohol Consumption

https://jacobin.com/2026/01/fda-guidelines-kennedy-alcohol-lobby
4•wahnfrieden•27m ago•0 comments

OpenAI is reportedly asking contractors to upload real work from past jobs

https://techcrunch.com/2026/01/10/openai-is-reportedly-asking-contractors-to-upload-real-work-fro...
5•pseudolus•29m ago•0 comments

Datadog, thank you for blocking us

https://www.deductive.ai/blogs/datadog-thank-you-for-blocking-us
32•gpi•32m ago•1 comments

Google moonshot spinout SandboxAQ claims an ex-exec is attempting 'extortion'

https://techcrunch.com/2026/01/09/google-moonshot-spinout-sandboxaq-claims-an-ex-exec-is-attempti...
1•Geekette•32m ago•0 comments

The new vs. used car debate is dead. They're both expensive debt traps

https://washingtonpost.com/business/2026/01/10/1000-payments-car-debt-trap/
2•pseudolus•32m ago•1 comments

Show HN: Reverse-engineering images into model-specific syntax(MJ,Nano,Flux,SD)

https://promptslab.app/image-to-prompt
1•jackzhuo•33m ago•1 comments

Npmgraph – a web-based tool that visualizes NPM package dependencies

https://npmgraph.js.org/
2•javatuts•35m ago•0 comments

Show HN: Hashing Go Functions Using SSA and Scalar Evolution

https://github.com/BlackVectorOps/semantic_firewall
2•BlackVectorOps•38m ago•1 comments

Show HN: mister.jar – Modular MRJAR Files Made Easy

http://lingocoder.com/mrjar/mrjar.usage.html
1•burnerToBetOut•38m ago•0 comments

Culture Isn't Stagnating, You Guys Are Just Old

https://www.jenn.site/culture-isnt-stagnating-you-guys-are-just-old/
4•Analemma_•46m ago•4 comments

Show HN: I made an Android app which sends Health Connect data to your webhooks

https://github.com/mcnaveen/health-connect-webhook
1•mcnx097•49m ago•0 comments

AI is intensifying a 'collapse' of trust online, experts say

https://www.nbcnews.com/tech/tech-news/experts-warn-collapse-trust-online-ai-deepfakes-venezuela-...
3•pseudolus•50m ago•1 comments

Can Walking Be My Whole Workout?

https://www.nytimes.com/2026/01/06/well/move/is-walking-enough-exercise.html
1•thelastgallon•51m ago•0 comments

What a Programmer Does (1967)[pdf]

http://archive.computerhistory.org/resources/text/Knuth_Don_X4100/PDF_index/k-9-pdf/k-9-u2769-1-B...
3•nz•53m ago•1 comments

Is the Iranian Regime About to Collapse?

https://www.theatlantic.com/international/2026/01/iran-revolution-protests-collapse/685578/
4•Anon84•59m ago•4 comments

A Year of Work on the Arch Linux Package Management (ALPM) Project

https://devblog.archlinux.page/2026/a-year-of-work-on-the-alpm-project/
4•susam•1h ago•0 comments

How to build agents with filesystems and bash

https://vercel.com/blog/how-to-build-agents-with-filesystems-and-bash
1•bob1029•1h ago•0 comments

Nvidia in advanced talks to buy Israel's AI21 Labs for up to $3B

https://www.reuters.com/business/nvidia-advanced-talks-buy-israels-ai21-labs-up-3-billion-report-...
2•gmays•1h ago•0 comments

Sisyphus Now Lives in Oh My Claude

https://github.com/Yeachan-Heo/oh-my-claude-sisyphus
2•deckardt•1h ago•1 comments

Computing, Convivially

https://v5.chriskrycho.com/essays/computing-convivially/
1•noperator•1h ago•1 comments

Intel makes sharp reversal, is 'going big time into 14A,' says CEO Lip-Bu Tan

https://www.tomshardware.com/tech-industry/semiconductors/intel-is-going-big-time-into-14a-says-c...
4•WoodenChair•1h ago•0 comments

Features for no one (AI edition)

https://www.pcloadletter.dev/blog/ai-features-for-no-one/
1•ronbenton•1h ago•0 comments

A good exchange is built for failure

https://www.coindesk.com/opinion/2026/01/10/institutions-know-a-good-exchange-is-built-for-failure
1•7777777phil•1h ago•0 comments

Grateful Dead founding member Bob Weir dies at 78

https://apnews.com/article/bob-weir-grateful-dead-obit-af908fd1bba6cd338bc08024e2d77234
4•RickJWagner•1h ago•2 comments

Show HN: HAPI - Vibe Coding Anytime, Anywhere

https://github.com/tiann/hapi
2•weishu•1h ago•0 comments