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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: If AI disappeared today, how much would you ask for in salary to work?

1•senor_digimon•48s ago•0 comments

Results for LLM Usage in Debian

https://lists.debian.org/debian-vote/2026/08/msg00360.html
1•baggy_trough•54s ago•1 comments

X claims it found a Chinese bot farm posting anti-AI data center sentiments

https://www.engadget.com/2246140/x-chinese-bot-farm-anti-ai-data-center-sentiments/
1•newsomix9xl•1m ago•0 comments

Why not to use the Gaussian kernel

https://arxiv.org/abs/2608.26974
1•E-Reverance•2m ago•0 comments

Show HN: Leiolai, AI that pays users for the compute their devices provide

https://leiolai.com/
1•leiolai•2m ago•0 comments

Show HN: An annotated archive of S-1 filings, with hindsight

https://s-1.space/
1•eigen-vector•4m ago•0 comments

Nine Pockets: A Pokemon tracker built for my 6 year old and that I went crazy on

https://www.ninepockets.app
1•highhoppingworm•5m ago•1 comments

Milo Yiannopoulos, a far-right political commentator, detained by ICE

https://www.theguardian.com/us-news/2026/aug/28/milo-yiannopoulos-detained-ice
1•andsoitis•7m ago•0 comments

New Blockchain and Coin

https://github.com/ego-blockchain/ego-blockchain-
1•artitmuhaxhiri•8m ago•0 comments

Polyend Keys – a mechanical QWERTY keyboard for musicians

https://www.synthtopia.com/content/2026/08/27/polyend-keys-a-mechanical-qwerty-keyboard-for-music...
1•anigbrowl•10m ago•0 comments

Show HN: Free lifetime pro access for limited time to crunchbase alternative

https://startupwiki.tech/blog/free-lifetime-pro-giveaway
1•skiski•10m ago•0 comments

I Am Sitting in a Room

https://en.wikipedia.org/wiki/I_Am_Sitting_in_a_Room
2•gregsadetsky•10m ago•0 comments

Fintur: A forward-looking personal finance app

https://fintur.fr/
1•kabelbaptiste•16m ago•0 comments

My issue with GPU-accelerated deep learning (2016)

https://erikbern.com/2016/02/03/my-issue-with-gpu-accelerated-deep-learning.html
1•AndrewPGameDev•18m ago•0 comments

Unit 731

https://en.wikipedia.org/wiki/Unit_731
4•frabjoused•20m ago•1 comments

Show HN: MicroVM daemon, deploy any Docker image

2•sankalpnarula•21m ago•0 comments

Damn it AI, stop lying to me and do what I say

https://sentelabs.ai/proof-not-trust
1•GrumpySciGuy•21m ago•1 comments

I used to hate Tailwind CSS. Here's what changed my mind

https://yannickkouakou.com/blog/why-i-hated-tailwind-css/
2•thunderbong•24m ago•0 comments

Lawsuit: Grok Not Only Generates Child Porn but Was Also Trained on It

https://gizmodo.com/grok-not-only-generates-child-porn-but-was-also-trained-on-it-new-lawsuit-cla...
5•ceejayoz•27m ago•0 comments

Boulding on the human use of human beings

https://philofecon.substack.com/p/boulding-on-the-human-use-of-human
2•oliculipolicula•29m ago•0 comments

First we shape our feedback loops; then they shape us

https://www.henrikkarlsson.xyz/p/feedback-loops
2•Curiositry•34m ago•0 comments

New free online Queens game

https://queensgamers.com/
2•normalaladdin•37m ago•0 comments

Chip Can Hear What Key You Pressed

https://www.youtube.com/watch?v=dbXCghmnyEs
2•hasheddan•39m ago•0 comments

Awe Radio, free 24/7 internet radio stations for anyone

https://aweradio.app/
1•vbst•41m ago•0 comments

How A Private Equity Group Drove an Apartment Complex into the Ground

https://www.nytimes.com/2026/08/28/nyregion/nob-hill-private-equity-fire.html
7•ceejayoz•44m ago•0 comments

A Great Rebalancing Is Coming

https://www.foreignaffairs.com/united-states/great-rebalancing-coming
9•toomuchtodo•47m ago•0 comments

I built a headless browser for AI agents in Rust. no Chromium, no V8

https://www.reddit.com/r/codex/comments/1w0trw7/i_built_a_headless_browser_for_ai_agents_entirely/
4•syumei•48m ago•0 comments

Claude Status – Degraded Performance for Claude Opus 5 and Claude Haiku 4.5

https://status.claude.com/incidents/hkcw95k7r0f4
2•kyisaiah47•49m ago•1 comments

Quanta.Ai.Code.Editor

https://github.com/ContegoCode/Quanta-Code-Editor
2•Quantaai•1h ago•2 comments

Show HN: NodeAkt – Zero-dependency distributed actor framework for TypeScript

https://tochemey.github.io/nodeakt/
4•Tochemey•1h ago•0 comments