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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

A Letter from 2040

https://www.xydac.com/blog/2040-now/
2•xydac•5m ago•0 comments

How to Write to SSDs [pdf]

https://www.vldb.org/pvldb/vol19/p1469-lee.pdf
1•matt_d•7m ago•0 comments

Show HN: A seed prompt that bootstraps a custom knowledge-base system

https://github.com/dah/llm-seedlab
1•dnh44•7m ago•0 comments

Getty Awards $1.8M to Increase Access to Black Visual Arts Archives

https://www.getty.edu/news/getty-award-to-increase-access-to-black-visual-arts-archives/
1•ohjeez•13m ago•0 comments

Show HN: VisiSign – $0.10 per envelope e-signatures with no monthly fee

https://visisign.app/
1•rdoneill•13m ago•0 comments

Construction on Meta's largest data center brings chaos to rural Louisiana

https://lailluminator.com/2025/11/22/meta-data-center-crashes/
2•cdrnsf•14m ago•0 comments

Bootstrapping a SQL catalog on a flat key-value store

https://n8z.dev/posts/keys-and-values-are-all-you-need/
1•nlz•15m ago•1 comments

CVE-2026-46333 (SSH-keygen-pwn)

https://nvd.nist.gov/vuln/detail/CVE-2026-46333
1•ethanplant•18m ago•0 comments

After the Feed

https://blockchaincapital.com/blog/after-the-feed
1•doener•20m ago•0 comments

Tech Companies to Discuss Iran's Future During 'Private Conference' at Uber HQ

https://www.404media.co/tech-companies-to-discuss-irans-future-during-private-conference-at-uber-hq/
4•cdrnsf•21m ago•0 comments

Silicate-derived calcium as a pathway to low-carbon Portland cement

https://www.nature.com/articles/s44458-026-00056-4
2•bribroder•21m ago•0 comments

Show HN: Open modular tracking stack for VR/MR headsets (eye, SLAM, FBT, BCI) [video]

https://www.youtube.com/watch?v=QlfCfkzkBB4
1•WalkerDev•21m ago•0 comments

Different models solve number-theory race problem

https://aicc.rayonnant.ai/challenges/palin-prime-bits/
1•yogthos•24m ago•0 comments

Canada Says Critics Don't Understand Its Surveillance Bill

https://reclaimthenet.org/canada-says-critics-dont-understand-its-surveillance-bill
4•Cider9986•25m ago•1 comments

What Value Do You Provide?

https://ethancedwards.com/blog/what-value-do-you-provide
2•ethancedwards8•29m ago•0 comments

Be Weird – Doing the opposite is now a strategy

https://tinyempires.substack.com/p/be-weird
1•fallinditch•32m ago•0 comments

Home of the Underdogs [in 2026]

https://homeoftheunderdogs.net/
1•DanielleMolloy•33m ago•0 comments

When Knowledge Is Cheap, Insight Is Everything: Jevons Paradox

https://twitter.com/ZoharAtkins/status/2054168204658815070
1•myth_drannon•33m ago•0 comments

Rust on My Bun

https://renfoc.us/posts/1778877814-rust_on_my_bun
3•pjmlp•33m ago•0 comments

Why surveillance pricing bans are suddenly gaining traction this year

https://calmatters.org/economy/technology/2026/05/why-surveillance-pricing-bans-are-suddenly-gain...
1•cdrnsf•37m ago•0 comments

Ask HN: Conductor vs. native Claude Code. Same single-agent performance?

1•nilen•38m ago•0 comments

Wikipedia: Writing articles with LLMs

https://en.wikipedia.org/wiki/Wikipedia:Writing_articles_with_large_language_models
2•reconnecting•38m ago•0 comments

Google says generative AI visibility is still SEO

https://developers.google.com/search/docs/fundamentals/ai-optimization-guide
2•snoren•38m ago•0 comments

Waymo driverless cars become trapped in Atlanta suburb after glitch

https://www.bbc.com/news/videos/czx20g00ly1o
3•berkeleyjunk•40m ago•0 comments

AlexNet Source Code

https://github.com/computerhistory/AlexNet-Source-Code
1•RyanShook•42m ago•0 comments

HN: AllTime – AI calendar that replaces 5 apps with one

https://apps.apple.com/us/app/alltime-ai-daily-planner/id6759578102
1•deecarrera•45m ago•1 comments

HWE Bench: A new unbounded Benchmark for LLMs (GPT 5.5 is on top)

https://hwebench.com/
3•fesens•46m ago•2 comments

Which (De-Googled) OS(s) are you using on mobile?

https://discuss.privacyguides.net/t/which-de-googled-os-s-are-you-using-on-mobile/23904
2•Cider9986•47m ago•0 comments

Sonoeazy – Validating a short-form audio platform. Experiment 1: "I love you"

https://sonoeazy.com/
1•genericone•50m ago•1 comments

The Coding Harness Behind GitHub Copilot in VS Code

https://code.visualstudio.com/blogs/2026/05/15/agent-harnesses-github-copilot-vscode
3•cbovis•51m ago•0 comments