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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

Agentic AI spurred a boom in mobile apps, but they aren't gaining traction

https://twitter.com/jenzhuscott/status/2063032701087883647
1•rzk•40s ago•0 comments

Some concerns about Ladybird's bylaws

https://tuananh.net/2026/06/06/ladybird-bylaws/#
1•rvz•41s ago•0 comments

Beyond Instagram: Introducing the NEXT Generation of Social Apps

https://techcrunch.com/2026/06/06/beyond-instagram-introducing-the-next-generation-of-social-apps/
1•odig•3m ago•0 comments

China wants to use AI to promote Xi Jinping's thinking

https://www.reuters.com/business/media-telecom/china-bets-ai-promote-president-xi-jinpings-thinki...
1•m-hodges•4m ago•0 comments

Zeroserve: A zero-config web server you can script with eBPF

https://su3.io/posts/introducing-zeroserve
1•losfair•4m ago•0 comments

GGUF vs. GPTQ vs. AWQ: The Plain-English Guide to LLM Quantization

https://vettedconsumer.com/gguf-vs-gptq-vs-awq-the-plain-english-guide-to-llm-quantization-and-wh...
1•ermantrout•6m ago•0 comments

Pride Is Alive

https://unlocked.microsoft.com/pride/
1•robinpie•6m ago•0 comments

Montenegro on track to join EU by 2028

https://apnews.com/article/eu-summit-balkans-montenegro-ceb66b7192c3c0f6fda10933b5c20fc1
2•wmlhwl•8m ago•0 comments

Sudo Report – Drudge clone for tech / AI / product

https://www.sudoreport.com
2•ataturkle•8m ago•1 comments

Exanthem

https://en.wikipedia.org/wiki/Exanthem
1•ZeljkoS•10m ago•0 comments

Show HN: Minimal native macOS sandbox for Claude and Codex

https://github.com/sheremetyev/sandfence
1•sheremetyev•11m ago•0 comments

Google confirms Digital IDs coming to UK to bolster ID checks on Android devices

https://www.gbnews.com/tech/google-wallet-age-check-android-uk
2•CGMthrowaway•13m ago•0 comments

Robot skin can feel pain now. The hard part is teaching it to think

https://medium.com/@alanscottencinas/robot-skin-can-feel-pain-now-the-hard-part-is-teaching-it-to...
1•encinas88•15m ago•0 comments

Parents Aren't Waiting to Pass Down Wealth

https://www.wsj.com/lifestyle/parents-arent-waiting-to-pass-down-wealth-fd615a4a
2•odig•16m ago•0 comments

Phantom Chat – iOS messenger with NIST post-quantum encryption (PQXDH)

https://testflight.apple.com/join/rmSrMch9
1•VeilusDigital•20m ago•0 comments

Motorola effectively bricked its entire line of WiFi routers without explanation

https://mashable.com/tech/motorola-wifi-routers-stop-working-motosync-plus-app-down
1•thisislife2•20m ago•0 comments

Moving beyond fork() + exec()

https://lwn.net/SubscriberLink/1076018/16f01bbbb8e0d1f0/
10•jwilk•30m ago•0 comments

Getting silly with C, part and((int*)1)[-1]

https://lcamtuf.substack.com/p/getting-silly-with-c-part-and-int1
2•Brajeshwar•33m ago•0 comments

The Apple Ad That Broke Microsoft [video]

https://www.youtube.com/watch?v=iBof-aNaDa0
1•lisper•34m ago•0 comments

Inflation is being driven up by investment in artificial intelligence

https://www.washingtonpost.com/technology/2026/06/06/inflation-is-being-driven-up-by-huge-investm...
3•reaperducer•37m ago•1 comments

Demystifying phone unlocking tools: A technical overview

https://osservatorionessuno.org/blog/2026/05/demystifying-phone-unlocking-tools-a-technical-overv...
3•boroaldo•38m ago•0 comments

"Sad to see Ted Chiang resorting to such bad arguments in this piece."

https://twitter.com/robertwiblin/status/2062479838879826387
1•Ariarule•40m ago•0 comments

Using Clause for Moodle content creation

https://ilite.substack.com/p/i-built-a-university-course-in-10
2•seanmarx69•40m ago•0 comments

Giant Floating Victorian Drydock

https://mastermariners.org.au/stories-from-the-past/6481-the-world-s-largest-floating-dry-dock-wa...
1•dtj1123•42m ago•0 comments

Trackr Bar – a macOS menu bar app for tracking AI usage and costs

https://www.trackr.bar/
2•jonaskamner•43m ago•0 comments

Average cost of living, anywhere on Earth

https://www.averagecostof.living/
5•azeemkafridi•47m ago•0 comments

Arc v0.0.2-alpha – Release Notes

https://github.com/VxidDev/Arc/releases/tag/v0.0.2-alpha
5•VoidDev•47m ago•0 comments

Are you there Grok?: AI as a centralizing technology

https://www.theargumentmag.com/p/are-you-there-grok-its-me-margaret
3•firasd•47m ago•0 comments

Running Python code in a sandbox with MicroPython and WASM

https://simonwillison.net/2026/Jun/6/micropython-in-a-sandbox/
4•theanonymousone•48m ago•1 comments

The Hardware Behind AI

https://www.pathtostaff.com/p/unpacking-ai-the-hardware-behind
4•sidwyn•52m ago•0 comments