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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

Art as Compression

https://feed.grantcuster.com/post/2026-07-29-10-20-08-art-as-compression
1•msephton•1m ago•0 comments

Higher Airfares Are Looming on Busy Routes as AI Squeezes Out Bargains

https://www.bloomberg.com/news/articles/2026-07-29/higher-airfares-loom-on-busy-routes-as-ai-sque...
1•petethomas•2m ago•0 comments

xAI sues Minnesota over its law banning 'nudification' technology

https://apnews.com/article/minnesota-artificial-intelligence-nudification-x-elon-musk-deepfake-13...
4•devonnull•6m ago•0 comments

Talk to Your Area (Askaround.me)

1•SahibzadaAM•15m ago•0 comments

Show HN: Legionlinuxtui – Control Lenovo legion laptops in the terminal

https://github.com/nooneknowspeter/legionlinuxtui
2•nooneknowspeter•15m ago•0 comments

The Programming Tourist

https://amrshawky.com/posts/cs-correction/
3•amr_shawky•16m ago•0 comments

Is Mythos good at cyber because it kept hacking Anthropics sandboxes in training

https://www.lesswrong.com/posts/QKDoZe6EKhxnFjLWK/is-mythos-good-at-cyber-because-it-kept-hacking...
2•lukaspetersson•17m ago•0 comments

The Art of Life [video]

https://www.youtube.com/watch?v=7gUh8j5ui0o
2•momentmaker•18m ago•0 comments

Study uncovers lost 'golden age' of languages

https://news.yale.edu/2026/07/23/study-uncovers-lost-golden-age-languages
2•gmays•21m ago•0 comments

What Silicon Valley gets wrong about AI

https://sfstandard.com/2026/07/29/myth-ai-intelligence-medicine-regulation/
2•littlexsparkee•32m ago•2 comments

Encryption in the 1790s

https://hackaday.com/2026/07/23/encryption-in-the-1790s/
3•kristianp•35m ago•0 comments

Show HN: GlobeHoppr – find a route between cities using limited-distance jumps

https://globehoppr.com
3•JohnJohnson123•37m ago•0 comments

Before the theorem prover: verification is older than the alphabet

https://amangoel.ai/blog/before-the-theorem-prover/
2•amangoelumich•39m ago•0 comments

Do newer coding models end up training on the AI slop generated by older models?

4•tbharath•39m ago•3 comments

Google AI Studio "Delete" doesn't delete – server chat persists (3 videos)

https://www.youtube.com/watch?v=LBQfNbPCxQw
3•Bitu79•43m ago•3 comments

A pharmacy chain in Vermont implemented AI for efficiency

https://vtdigger.org/2026/07/29/a-pharmacy-chain-in-vermont-implemented-ai-for-efficiency-its-led...
13•omerhj•44m ago•5 comments

The World Is to Focused on Quarterly Earnings

2•Taikhoom2010•45m ago•0 comments

ACR Stealer: ClickFix, Etherhiding, and Stego, Oh My

https://discourse.ifin.network/t/acr-stealer-clickfix-etherhiding-and-stego-oh-my/694
2•speckx•46m ago•0 comments

Show HN: A free palm-reading tool that works in the browser

https://wishastro.com/tools/palm-reading
2•rp321•50m ago•0 comments

Why AI Needs a "Genie Coefficient"

https://www.schneier.com/blog/archives/2026/07/why-ai-needs-a-genie-coefficient.html
2•anotherevan•51m ago•0 comments

OpenAI ARR in July topped all of Q2

https://www.cnbc.com/2026/07/29/openai-cfo-sarah-friar-tells-employees-arr-in-july-topped-all-of-...
2•gmays•52m ago•0 comments

Flume Water Monitor 915 MHz Security Is Pretty Good

https://waveformsecurity.com/blog/flume/
14•credibleconure•52m ago•3 comments

Face Recognition Blocking Glasses Tested

https://ipvm.com/reports/face-recognition-blocking-glasses-tested
3•jhonovich•55m ago•1 comments

IronClaw 1.0 – one secure agent on CLI, Slack and Telegram, one memory

https://near.ai/blog/introducing-ironclaw-1-0
2•alejoras•57m ago•0 comments

Three Journeys: Anton Chekhov on the Road (2001)

https://www.newyorker.com/magazine/2001/10/29/three-journeys
3•mitchbob•1h ago•1 comments

Overengineered Calculator: Zig and QBE

https://tomekw.com/overengineered-calculator-zig-qbe/
5•rguiscard•1h ago•0 comments

Show HN: Damn Center (the page) – extension that helps centering any website

https://github.com/rinn7e/damn-center-extension
3•rinn7e•1h ago•1 comments

A 22-Hour Nonstop Flight Between London and Sydney Is Coming

https://www.nytimes.com/2026/07/29/world/australia/qantas-long-haul-flight-project-sunrise.html
3•elsewhen•1h ago•0 comments

Why Enterprise Software Is So Hard to Get Right [video]

https://www.youtube.com/watch?v=srtqr7VHvE4
3•pierres7•1h ago•0 comments

Manual: •.,:;?·

https://type.today/en/journal/dots
3•behnamoh•1h ago•0 comments