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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

The AI telling farmers when to harvest

https://www.bbc.com/news/articles/cgk53dkmyxko
1•rmason•1m ago•1 comments

Three AI agents, two countries, and one uneven world wide web

https://royapakzad.substack.com/p/multilingual-ai-agents
2•effects•1m ago•0 comments

Barcodes are about to go extinct

https://thehustle.co/originals/why-barcodes-are-about-to-go-extinct
2•rmason•3m ago•0 comments

Thumos

https://en.wikipedia.org/wiki/Thumos
1•bryanrasmussen•5m ago•0 comments

Show HN: FB Post Generator

https://gemini.google.com/share/1a34bce7137f
1•FDX2018•5m ago•0 comments

Apple will limit Mac disk access as AI agents 'substantially' increase risk

https://www.theverge.com/tech/1004295/apple-limit-mac-disk-access-ai-agents
2•qzervaas•7m ago•0 comments

How to save a life without knowing CPR

https://bookofjoe2.blogspot.com/2026/10/beyondthemedspeak-how-to-save-life.html
1•bookofjoe•7m ago•0 comments

Connections Museum Seattle

https://www.telcomhistory.org/ConnectionsSeattle.html
1•mooreds•9m ago•0 comments

Run over by the Future

https://dgwbirch.substack.com/p/run-over-by-the-future
1•mooreds•10m ago•0 comments

Human Baselines for Benchmarks: AI Now Outperforms Junior Accountants

https://www.mercor.com/blog/human-baselines-for-benchmarks-ai-now-outperforms-junior-accountants/
1•iphonecorridor•10m ago•0 comments

Microsandbox

https://microsandbox.dev
1•handfuloflight•12m ago•0 comments

A Warning for Frontier AI Model Governance

https://www.lawfaremedia.org/article/a-warning-for-frontier-ai-model-governance
1•EA-3167•12m ago•0 comments

A2A CLI: A tool to discover, message, and manage remote AI agents

https://github.com/a2aproject/a2a-cli
1•msampath•14m ago•0 comments

What's the Date?

https://www.lesswrong.com/posts/vzKWsEskYBEWTwpBP/what-s-the-date
2•ronfriedhaber•15m ago•0 comments

Out-of-Band Authorization Codes

https://justinsecurity.medium.com/out-of-band-authorization-codes-50a3563bb5af
1•mooreds•16m ago•0 comments

Six Charts That Show Just How Much We Need A.I

https://www.nytimes.com/2026/10/02/opinion/ai-tech-innovation.html
2•tysone•16m ago•0 comments

Advertising Is Shit Now

https://james.cridland.net/blog/2026/advertising-is-shit-now/
5•1317•22m ago•3 comments

Show HN: Ask the news – Find relevant news faster

https://news.svpn.com/chat
1•svpn•24m ago•0 comments

ASD-STE100: What It Is and What It Has to Do with LLMs

https://kgolubic.com/posts/asd-ste100-and-llms/
6•taubek•25m ago•0 comments

Muse Home Link

https://gadgets.muse.ai/home-link
2•big_toast•25m ago•2 comments

A BGP-Inspired Identity Network for Autonomous AI Agents

https://medium.com/@rodmontiel/uai-a-bgp-inspired-identity-network-for-autonomous-ai-agents-73b89...
1•rodmontiel•27m ago•0 comments

Zoho's ZeptoMail Is Now Cpaas to Incorporate WhatsApp, SMS and Voice

https://www.zoho.com/blog/cpaas/zeptomail-is-now-zoho-cpaas.html
1•rodolphoarruda•27m ago•0 comments

Everyone's Packing Up

https://widdershins.verja.net/everyones-packing-up/
2•speckx•27m ago•0 comments

Two US-bound vessels apparently compromised by hackers

https://www.reuters.com/world/two-us-bound-vessels-apparently-compromised-by-hackers-us-officials...
5•wslh•28m ago•0 comments

Looking for Work

https://github.com/Sovereign-Intel-Founder/sovereignintelfounder
1•Joshua445•29m ago•0 comments

BlueFerry – iPhone's Messages on Linux over Bluetooth

https://blueferry.weirdware.io/
1•smartmic•32m ago•0 comments

CA tech executive arrested for allegedly smuggling $300M in Nvidia chips to CN

https://qz.com/greg-lui-earthmade-nvidia-ai-chips-smuggling-china-100226
4•littlexsparkee•33m ago•1 comments

Show HN: Building a Better Story for Your Brand

1•jarieb•36m ago•1 comments

OpenStax-LLM: tools for OpenStax LLM access

https://github.com/michaelnavazhylau/openstax-llm
1•Mechasparrow•37m ago•0 comments

The Algorithm Still Running Your GPS: Edsger Dijkstra and His Impact on CS

https://nirmalutwani.substack.com/p/the-algorithm-still-running-your
1•nutwani91•38m ago•1 comments