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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

Getopt() but Friendlier

https://www.unix.dog/~yosh/blog/getopt-but-friendlier.html
1•fanf2•1m ago•0 comments

Meshdiff – visually compare two STL versions in the browser, client-side

https://meshdiff.com/
1•projscope•8m ago•0 comments

Size of Xbox price increase in Europe shocks

https://www.notebookcheck.net/Size-of-Xbox-price-increase-in-Europe-shocks-giving-Sony-s-PS5-cons...
1•HelloUsername•10m ago•0 comments

Pdf-inspector: Rust lib for PDF inspection, classification, and text extraction

https://github.com/firecrawl/pdf-inspector
1•7777777phil•10m ago•1 comments

Stripe for Wearable Data

https://stridee.fit/developer
1•alvaromolina0•10m ago•1 comments

Ask HN: What's Your BHAG?

1•sudo_cowsay•12m ago•0 comments

NIST Develops New Standards to Safeguard Computers Against Quantum Threats

https://www.nist.gov/blogs/taking-measure/quantum-computers-may-put-internet-traffic-risk-nist-sa...
1•birdculture•16m ago•0 comments

Wikimedia Foundation refuses union recognition, hires union-busting law firm

https://en.wikipedia.org/wiki/Wikipedia:Wikipedia_Signpost/2026-08-02/News_and_notes
3•akolbe•19m ago•0 comments

Show HN: Fuse – statically typed functional programming language

https://fuselang.org
1•the_unproven•19m ago•0 comments

The Patch Paradox

https://whiletruelearn.dev/essays/patch-paradox/
1•krishnasangeeth•26m ago•0 comments

Bash Aliases

https://github.com/ctrlaltvikas/Awesome-Bash-Aliases
1•vikaskyadav•26m ago•0 comments

Twenty-Four Years of Wiki Engines

https://taoofmac.com/space/blog/2026/08/02/1130
1•rcarmo•27m ago•0 comments

Everything about my smart home and homelab setup

https://swiftrocks.com/everything-about-my-smart-home-and-homelab-setup
1•rockbruno•27m ago•0 comments

The Invariant Is Hiding

https://yusufaytas.com/the-invariant-is-hiding
7•yusufaytas•27m ago•0 comments

Auto Publishing with Lerobit: A Comprehensive Guide for Small Businesses

https://www.lerobit.com/blog/unlock-auto-publishing-lerobit-guide
1•akliluart•31m ago•0 comments

Impro is a handbook for running a cult

https://www.seangoedecke.com/impro/
1•swah•32m ago•0 comments

LLMs Discover P=NP (Comic)

https://chatgpt.com/s/m_6a6f252612a08191b4081f60a92bceba
2•stagas•33m ago•0 comments

Clipping vs. Substepping in Physics Engines

https://easel.games/blog/2026-clipping-vs-substepping
2•BSTRhino•34m ago•1 comments

Returning to The Sims: 128 errors in a fresh lot

https://blog.backslasher.net/tsaas-saves.html
2•Backslasher•35m ago•0 comments

I made a Promise-aware debounce and throttle library for TypeScript

https://github.com/nyvexis1/temporize
2•slimy74•35m ago•0 comments

Generative AI floods and dilutes the market for books

https://arxiv.org/abs/2607.20349
8•theanonymousone•37m ago•0 comments

Europeans Are About to Find Out How Entrenched AI Is in Their Daily Lives

https://www.wired.com/story/europeans-are-about-to-find-out-how-entrenched-ai-is-in-their-daily-l...
2•joozio•40m ago•0 comments

For sale: early access to Trump's Truth Social posts

https://www.npr.org/2026/08/01/nx-s1-5912219/trump-truth-social-access-insider-trading
4•thm•43m ago•0 comments

What is the downside of coaching that I may not be seeing yet?

2•ikut3hva•44m ago•0 comments

LLM Counter-Defaults

https://counterdefaults.aixdesign.co/
2•bookofjoe•53m ago•0 comments

Damned if you do and damned if you don't: Can NOT using AI amount to negligence?

https://www.judiciary.uk/speech-by-the-master-of-the-rolls-to-the-professional-negligence-bar-ass...
2•MasterScrat•54m ago•1 comments

The Holy Grail of Engine Tech: Aerospike Engines Explained (Martian Chronicles) [video]

https://www.youtube.com/watch?v=C0DDxNcI2BA
2•zeristor•56m ago•0 comments

US Treasury undertakes historic intervention in yen market

https://www.ft.com/content/0f9b2fe7-bde4-4f5f-b49e-93ccb5da9ea8
12•23pointsNorth•56m ago•4 comments

Show HN: Katharos Functional programming and CSP-style concurrency for Python

https://github.com/kamalfarahani/katharos
2•kamalf•58m ago•1 comments

Show HN: CaLLMar – play a text-based adventure game in an LLM chat

https://github.com/lascauje/callmar
2•lascauje•58m ago•0 comments