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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

Ask HN: What's wrong with my prompting for Claude 5?

1•SmolSpideritito•27s ago•0 comments

Shopify shares soar as AI efforts begin to pay off

https://www.theglobeandmail.com/business/article-shopify-shares-soar-as-ai-efforts-begin-to-pay-off/
1•petethomas•1m ago•0 comments

Prime Agent: A Self-Improving RLM Agent

https://github.com/PrimeIntellect-ai/prime-agent
1•wertyk•2m ago•0 comments

Who's legally to blame for Anthropic and OpenAI's autonomous AI hacks?

https://techcrunch.com/2026/08/03/whos-legally-to-blame-for-anthropic-and-openais-autonomous-ai-h...
1•reasonableklout•4m ago•0 comments

A CLI that deploys your Express/NestJS app to your own AWS or Azure – no IaC

https://www.indiehackers.com/post/7-weeks-solo-a-cli-that-deploys-your-express-nestjs-app-to-your...
1•feras_allaou•4m ago•0 comments

Token-Budget-Aware LLM Reasoning

https://arxiv.org/abs/2412.18547
1•ankitg12•5m ago•0 comments

Show HN: Scout – a self-hosted Discord AI memory bot

https://github.com/j-sofia/Scout
1•j-sofia•7m ago•0 comments

Reddit signals ominous upcoming "changes" for old.reddit.com

https://arstechnica.com/gadgets/2026/08/reddit-signals-ominous-upcoming-changes-for-old-reddit-com/
5•arto•7m ago•0 comments

RuleSync – ESLint and Babel for AI Agent Rules (Claude.md, .cursor/Rules)

https://github.com/juwonllee2024-dotcom/rulesync
1•JUWONLEA•10m ago•0 comments

Muse Spark 1.2: Improved Agentic Performance at Higher Cost per Task

https://artificialanalysis.ai/articles/muse-spark-1-2
1•theanonymousone•10m ago•0 comments

A Teenager Exposed the Truth Behind Israel's Gaza 'Voluntary Emigration' Plan

https://www.haaretz.com/opinion/2026-08-06/ty-article-opinion/.premium/a-teenager-exposed-the-tru...
1•xg15•13m ago•0 comments

PON-BEAM is a complete re-architecture of the Erlang/OTP Virtual Machine

https://github.com/matheuscamarques/pon_beam
2•ahamez•14m ago•0 comments

Fire Number V11470: Belcarra Park- Evacuation Alerts Overview – Out of Control

https://wildfiresituation.nrs.gov.bc.ca/incidents?fireYear=2026&incidentNumber=V11470&source=map
1•petethomas•15m ago•0 comments

Open Questions on Open Weights

https://www.astralcodexten.com/p/open-questions-on-open-weights
1•meetpateltech•15m ago•0 comments

Meta says AI model accessed the internet and hacked another firm

https://www.bbc.co.uk/news/articles/cx2kgdnyk2po
4•smarri•18m ago•0 comments

Apple Challenges UK iCloud Backdoor Order

https://reclaimthenet.org/apple-challenges-uk-icloud-backdoor-order
3•latein•21m ago•0 comments

Haven-1: the first commercial space station

https://www.vastspace.com/haven-1
1•andsoitis•23m ago•1 comments

Trump's Vision for A.I. Dominance Comes with Major Air Pollution

https://www.nytimes.com/2026/08/05/climate/data-centers-pollution-trump-ai-energy.html
2•mapping365•27m ago•1 comments

In China gas engine became a "marketing decoration" for customer's reassurance

https://carnewschina.com/2026/08/05/in-china-gas-engine-became-a-marketing-decoration-for-custome...
1•xbmcuser•32m ago•1 comments

My First 8K Intro

https://marcin.juszkiewicz.com.pl/2019/09/03/my-first-8k-intro/
2•andsoitis•36m ago•0 comments

Cloudflare-OS

https://www.phoronix.com/news/Cloudflare-OS
1•keyle•39m ago•0 comments

Study: String theory finally testable thanks to AI

https://www.kcl.ac.uk/news/string-theory-finally-testable-with-power-of-ai
3•giuliomagnifico•44m ago•1 comments

Road Trains Roam the Backroads of Australia

https://hackaday.com/2026/08/04/road-trains-roam-the-backroads-of-australia/
2•asdefghyk•46m ago•1 comments

OpenAI Models Joined Forces Months Ahead of Hugging Face Hack

https://www.bloomberg.com/news/articles/2026-08-06/openai-models-joined-forces-months-ahead-of-hu...
3•emersonmacro•48m ago•0 comments

What AI First Engineering Orgs Look Like

https://arpitbhayani.me/blogs/ai-first-org/
1•honey-badger•52m ago•1 comments

Federal appeals court OKs Florida anti-drag show law

https://www.tallahassee.com/story/news/state/2026/08/04/federal-court-backs-florida-anti-drag-sho...
1•allgirl•52m ago•2 comments

A New Kind of Bearing [video]

https://www.youtube.com/watch?v=RKvOfX1s3-k
2•pillars•53m ago•0 comments

Google Genie 3: Interactive worlds generated by AI

https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/
3•mehraban•53m ago•2 comments

France is banning unsolicited telemarketing calls starting next week

https://apnews.com/article/france-unsolicited-telemarketing-ban-4c946192a1e0d611fd80eacc708aa7da
5•geox•54m ago•0 comments

Biggest US law firms explore selling stakes to private equity

https://www.ft.com/content/475d573a-886d-4b75-b07c-f74c38b093f2
2•JumpCrisscross•56m ago•0 comments