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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

Turn Any Image into JPEG XL. Free and Private

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

GitHub denies Copilot Autofix wrote the bug Wiz's AI agent found

https://ai-news.ghost.io/github-denies-copilot-autofix-wrote-the-bug-wizs-ai-agent-found/
1•Striation•4m ago•0 comments

LLMs prefer machine-written prose over Austen and Shakespeare ~90% of the time

https://shivanshuag.com/blog/the-machine-never-raises-its-voice/
1•shivanshuag•7m ago•0 comments

More than half of adults in U.S. say they lack basic statistical understanding

https://www.psu.edu/news/research/story/more-half-adults-us-say-they-lack-basic-statistical-under...
2•giuliomagnifico•8m ago•0 comments

Run several Linux kernels at the same time on bare metal, without a hypervisor

https://lwn.net/ml/all/ao34RJ7aZ2BLd67S@pop-os.localdomain/
2•NewJazz•9m ago•0 comments

Why Political Moderates Are Losing

https://www.thebignewsletter.com/p/why-political-moderates-are-losing
1•connor11528•14m ago•0 comments

I think printable objects are an underrated way to test physical products

https://deskidols.vercel.app/
1•Shmungus•15m ago•0 comments

First Findings of Mirror-Like Activity in Individual Human Neurons

https://www.caltech.edu/about/news/first-findings-of-mirror-like-activity-in-individual-human-neu...
1•XzetaU8•20m ago•0 comments

DefCon 34 - Stalking the Wily Hacker: 40 years later – Cliff Stoll [video]

https://www.youtube.com/watch?v=656058JxTM0
2•wizardforhire•25m ago•0 comments

Iran war supercharged EV sales everywhere except the U.S.

https://yaleclimateconnections.org/2026/08/trumps-iran-war-supercharged-ev-sales-everywhere-excep...
1•toomuchtodo•28m ago•0 comments

We run Postgres on local NVMe

https://pgrun.dev/blog/why-we-run-postgres-on-local-nvme
1•handfuloflight•28m ago•0 comments

Lab supply companies have been selling antibodies using manipulated images

https://arstechnica.com/science/2026/08/lab-supply-companies-have-been-selling-antibodies-using-m...
1•OutOfHere•31m ago•0 comments

Fetch – control your Claude Code agents from the Mac notch

https://tryfetch.dev/
1•laithistaken•31m ago•0 comments

Recursive Self-Improvement (not yet). Also, we need a new definition

https://www.youtube.com/watch?v=VQanDOFJwvo
1•bradwmorris•32m ago•1 comments

Goodbye File Browser

https://hacdias.com/2026/07/28/filebrowser/
1•Ginop•32m ago•0 comments

Ask HN: Why are Claude models so verbose?

1•JacobWolf•42m ago•3 comments

Xiaomi's Xring Series suggests more OEM's switching to in-house SoCs

1•StizzurpXDD•42m ago•0 comments

Perplexity's Portable Computer tackling local AI services market

https://www.theregister.com/ai-and-ml/2026/08/26/now-perplexity-is-trying-to-get-into-the-local-a...
1•Gaishan•43m ago•0 comments

Running out of money': Kraft, McDonald's, Whirlpool CEOs flag consumer concern

https://finance.yahoo.com/economy/articles/running-money-kraft-mcdonald-whirlpool-114500035.html
6•MrJagil•43m ago•0 comments

BanglaTools – Bengali Unicode and Bijoy text conversion tools

https://banglatools.com/
1•btref26hn•44m ago•0 comments

Front end skill pack for AI agents, with machine-enforced quality gates

https://krishna-modi12.github.io/frontend-design-pro/
1•KrishnaModi12•45m ago•1 comments

Show HN: LLM-powered webapp to build LLM-powered webapps

https://codeplusequalsai.com/dashboard
1•cryptoz•47m ago•2 comments

Secret Cold War IBM Supercomputer Was Built for One Job

https://spectrum.ieee.org/cold-war-codebreaker-nsa-ibm
1•jnord•48m ago•0 comments

Portable Computer: Local-First AI

https://www.perplexity.ai/hub/products/portable-computer
1•Garbage•48m ago•0 comments

Show HN: Propose and Dual-Control for DNS Changes

https://www.loom.com/share/16dff02ee5604b7daf3ebc7c9c93d8a4
1•xinbenlv•51m ago•0 comments

Tell HN: HN Was Down

3•dhruv3006•53m ago•1 comments

$234B in Enterprise Application Software Spend at Risk from Agentic AI

https://www.gartner.com/en/newsroom/press-releases/2026-07-01-gartner-says-us-dollars-234-billion...
2•theshrike79•53m ago•0 comments

Show HN: Openspender gives your agents wallets

https://openspender.com/
2•KrishnaMadala•54m ago•0 comments

Handwritten Blog

https://handwritten.danieljanus.pl/
4•eric_khun•54m ago•2 comments

'Moronic' video deal buys Google legal woes? (2006)

https://www.theregister.com/on-prem/2006/10/10/moronic-video-deal-buys-google-legal-woes/1043392
3•dotcoma•54m ago•0 comments