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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

Sensor Watch

https://www.sensorwatch.net/
1•matheusmoreira•39s ago•0 comments

Chinese company lands a reusable Falcon-9 analog

https://arstechnica.com/space/2026/08/the-floodgates-are-open-after-another-chinese-company-lands...
1•huhtenberg•4m ago•0 comments

Don't Paste the AI, please

https://dontpastetheai.com/
1•pjerem•5m ago•0 comments

ADK is the open-source agent development framework

https://adk.dev/
1•Bluestein•5m ago•0 comments

Ask HN: Which developer tool became worse as it became more popular?

2•mukundzha6•5m ago•0 comments

The wrong unit – Shipping sooner, not faster

https://blog.codemanship.dev/smaller-steps-six-ai-coding-agents
1•Andugal•5m ago•0 comments

Show HN: Nexus Suite – Modular enterprise project management platform

https://nexus-suite-tau.vercel.app
1•pranav_tech26•6m ago•0 comments

AI Influence Level (Ail) v1.0

https://danielmiessler.com/blog/ai-influence-level-ail
2•doener•10m ago•0 comments

μCOM-87: The Strangest Architecture You've Never Worked With

https://ajxs.me/blog/uCOM-87_The_Strangest_Architecture_Youve_Never_Worked_With.html
1•Bluestein•11m ago•0 comments

I Went Looking for the Last Wild Apple Forests [video]

https://www.youtube.com/watch?v=80dkYKwJPv4
1•zeristor•11m ago•0 comments

200B Tokens Later: A Month of Letting AI Agents Decompile MW2

https://momo5502.com/posts/2026-08-17-mw2-decompilation/
1•sunbum•11m ago•0 comments

A perfect example of concept entanglement in generative AI

https://martinanderson.ai/blog/entanglement-in-ai-generation-veronica-carlson-hair.html
1•50kIters•12m ago•0 comments

Purchased a small farm during the lockdown era (w/o a rural background)

https://twitter.com/amandaorson/status/2090128591983898873
2•tosh•13m ago•0 comments

LinkVault – A local-first archive for online learning

https://github.com/Howard-Starfield/LinkVault-Linkedin-Learning-Courses-Downloader
1•sdokdyg5656•18m ago•0 comments

Test-Time Scaling in the Wild: Why Exploitation, Not Exploration

https://arxiv.org/abs/2608.18931
1•sbulaev•19m ago•0 comments

"skipping their no-op fuel starves nothing"

https://github.com/phpstan/phpstan-src/commit/a9260cb3584854f33576b79e20825f8eee3d7a6c
1•Bluestein•23m ago•1 comments

Show HN: OpenIndex – Organising domain knowledge into structured data for agents

https://github.com/DrDroidLab/open-index
1•TheBengaluruGuy•26m ago•0 comments

Carbon memory safety: a first deep dive

https://chandlerc.blog/slides/2026-memory-safety-deep-3/#/
1•coffeeaddict1•26m ago•1 comments

What's happening in a chronic wound? Bacteria, Biofilms, & Senescent cells

https://www.thenakedscientists.com/articles/interviews/whats-happening-chronic-wound
1•zeristor•27m ago•1 comments

Framework responds to complaints that BIOS update bricks Ryzen 7040 laptops

https://arstechnica.com/gadgets/2026/08/framework-responds-to-complaints-that-bios-update-bricked...
1•anthonj•30m ago•1 comments

AWS London gets a new AZ (EU-west-2d)

https://old.reddit.com/r/aws/comments/1vskxac/london_gets_a_4th_az/
2•znpy•30m ago•0 comments

New research shows how psychedelics reorganise the patterns in your brain

https://theconversation.com/new-research-shows-how-psychedelics-reorganise-the-patterns-in-your-b...
1•XzetaU8•31m ago•0 comments

Credit card purchases approved with wrong PIN. Bank says there's nothing wrong

https://www.thestar.com/business/this-etobicoke-business-owner-typed-the-wrong-pin-three-times-vi...
1•computator•31m ago•0 comments

China's wind and solar megabases face a coal test

https://globalenergymonitor.org/research/chinas-wind-and-solar-megabases-face-coal-test
1•leonidasrup•33m ago•0 comments

There are 67 items to manually delete in Google My-Activity

1•whyagaindavid•34m ago•0 comments

China's humanoid robot boom is fueled by government-backed training centres

https://www.ft.com/content/26735a23-315f-47ef-8cf2-6c6ea9713998
2•giuliomagnifico•34m ago•1 comments

Stemdeck – Free, open-source, local stem separation

https://github.com/stemdeckapp/stemdeck
2•m_kos•36m ago•0 comments

Qwen 3.8 27B is a great open model

https://williamcallahan.com/blog/qwen-3-8-27b-is-a-great-open-model
2•wcallahan•37m ago•0 comments

Zombie Cards Back Online: Reviving Expired Credit Cards for Contactless Payments

https://www.usenix.org/conference/usenixsecurity26/presentation/anwar
1•nixass•37m ago•0 comments

Markdown-den as an issue tracker for agentic workflows

https://www.markdown-den.com/blog/issue-tracker-for-agentic-workflows
1•dguridi•39m ago•0 comments