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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

There are no borders or boundaries on our planet (2023)

https://stargazingguy.co.uk/2023/05/02/there-are-no-borders-or-boundaries-on-our-planet/
1•ssernikk•1m ago•0 comments

Rust for C# and .NET developers guide by Microsoft

https://microsoft.github.io/rust-for-dotnet-devs/latest/
2•AbuAssar•3m ago•0 comments

New Futex Syscalls for Helping Valve's ARM64 Gaming Ambitions

https://www.phoronix.com/news/FUTEX-Robust-List2-Syscalls
1•renehsz•5m ago•0 comments

GLiNER2.5-Decide and Jev: a decision model you run, and one you call

https://soniqo.audio/blog/gliner-decide-vs-jev
1•aufklarer•8m ago•0 comments

I Taught the Iliad to Chinese Teenagers (2021)

https://scholars-stage.org/how-i-taught-the-iliad-to-chinese-teenagers/
1•Tomte•11m ago•0 comments

Retrieval Practice: The Most Powerful Learning Strategy You're Not Using (2017)

https://www.cultofpedagogy.com/retrieval-practice/
1•Tomte•12m ago•0 comments

Show HN: Gigantua – A Black Hole in your Browser

https://claude.ai/artifact/XmWGFtQPgn8aJvU193Ksf8
2•robotsmakelove•15m ago•0 comments

A Maintainer in Residence: Scott Schafer for the Cargo Team

https://blog.rust-lang.org/2026/09/22/announcing-a-maintainer-in-residence-scott-schafer-for-the-...
1•hnisjafx40•17m ago•0 comments

Show HN: I built an AR App that overlays makeup tutorials live on your face

https://urartist.app/
2•Vicmed13•19m ago•3 comments

Scoop: Top AI companies probing security incidents

https://www.axios.com/2026/09/26/openai-anthropic-thousands-ai-security-incidents
1•nsoonhui•19m ago•0 comments

Advice to a Beginning Software Engineer

https://www.seangoedecke.com/advice-to-a-beginning-software-engineer/
1•ingve•20m ago•0 comments

M-5 Did Not Go Insane

https://palhereford.substack.com/p/no-m-5-did-not-go-insane
1•p-hereford•22m ago•0 comments

What is an AI sandbox, and why do AI agents keep escaping them?

https://madrobot.blog/2026/09/27/what-is-an-ai-sandbox-why-ai-agents-escape/
2•AIfanboy•22m ago•0 comments

DXing at Galactic Scale

https://daily.hamweekly.com/2026/09/dxing-at-galactic-scale-seti-search-for-extraterrestrial-inte...
1•slow_typist•23m ago•0 comments

Show HN: Chuks v0.2.0-RC.2: 45 bugs a test suite didn't find, real programs did

https://chuks.org/blog/chuks-v020-rc2-what-the-candidate-found/
1•princeLex•25m ago•0 comments

Ask HN: Is answering GitHub issues with AI without declaring it a big deal?

1•LelouBil•27m ago•0 comments

Sonifying Audio Transformers with Attention Tape Heads

https://michaelchinen.com/2026/09/26/audio-attention-tape-heads/
1•mchinen•29m ago•0 comments

An open letter to Scott Alexander

https://quillette.substack.com/p/an-open-letter-to-scott-alexander
2•mellosouls•30m ago•0 comments

Australia's Deputy PM Defends Data Security After OpenAI Hack

https://www.bloomberg.com/news/articles/2026-09-27/australia-s-deputy-pm-defends-data-security-af...
2•sbulaev•30m ago•1 comments

OpenAI pauses training of latest models after agents probed US Government sites

https://apnews.com/article/ai-openai-anthropic-agents-rogue-hack-2f8a2b9024d4f06793bcca12f8089d20
2•ml-student•30m ago•0 comments

Do whatever you want. You don't need to choose. You don't have to win or lose

1•ndnchrkdbck•31m ago•0 comments

Reflect Orbital, Sunlight on Demand?

https://www.reflectorbital.com
1•birdboat00•32m ago•0 comments

Majority of YouTube comments seem AI generated to me now

1•217•33m ago•2 comments

Local LLM extraction plugin for Obsidian (100% offline)

https://github.com/wessteq/revenue-auditor.
1•Pharwek•36m ago•0 comments

Rezzmo – an AI-native communication app with live AI during calls

http://rezzmo.com/
3•abdulazizslim•37m ago•0 comments

Differences Between `Foldl` and `Foldr`

https://blog.haskell.org/foldl-and-foldr/
1•g0xA52A2A•37m ago•0 comments

Rusty thoughts on "Parse, don't validate"

https://eli.thegreenplace.net/2026/rusty-thoughts-on-parse-dont-validate/
2•ingve•37m ago•0 comments

Show HN: Maniac Mansion Reconstructed in 3D from Its Original Screens

https://github.com/s-macke/maniac-mansion-3d
1•s-macke•38m ago•0 comments

Apostate: An open-source, verifiable antidetect Chromium fork

https://github.com/heretic-tech/apostate
1•ccheshirecat•43m ago•2 comments

The Jobs Matrix for AI: Four Boxes Instead of Forty Tools

https://age-of-product.com/jobs-matrix-ai/
1•swolpers•43m ago•0 comments