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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

Vapnik and Chervonenkis: The Founding Fathers of Machine Learning

https://valeman.medium.com/vapnik-and-chervonenkis-the-founding-fathers-of-machine-learning-96f17...
1•ibobev•1m ago•0 comments

I've Spent a Month with Nvidia's RTX Spark in Microsoft's Surface Laptop Ultra

https://www.techpowerup.com/forums/threads/i%E2%80%99ve-spent-a-month-with-nvidia%E2%80%99s-rtx-s...
2•_____k•2m ago•0 comments

HBM Is the Ugly Baby: What Now? – By Vikram Sekar

https://www.viksnewsletter.com/p/hbm-is-the-ugly-baby-what-now
1•rbanffy•2m ago•0 comments

I got tired of writing the same FastAPI boilerplate, so I built a CLI

https://github.com/prathamdmehta/backend-dash
1•prathamdmehta•6m ago•0 comments

Now it's Nvidia's turn in the CDs funhouse

https://bsky.app/profile/carlquintanilla.bsky.social/post/3mrnpjnje4c2y
1•doener•6m ago•0 comments

Anthropic used robots.txt to hide shared Claude chats; the pages have no noindex

https://www.wired.com/story/private-claude-chats-exposed-in-google-and-bing-search-results/
2•logickkk1•7m ago•1 comments

Show HN: X Enhancement Suite (Chrome Extension)

https://github.com/tomchapin/x-enhancement-suite
1•remmargorp64•8m ago•0 comments

MappingTools

https://github.com/erivlis/mappingtools
1•erivlis•8m ago•1 comments

Live wildfire map that knows a refinery flare from a real fire

https://arguseyes.xyz/?layers=fire
2•spwizard•9m ago•0 comments

Show HN: Sealing traffic between Go services with hpke –no mTLS, no secrets

https://towardsdev.com/sealing-traffic-between-co-operating-go-services-with-crypto-hpke-a628cb89...
1•cheikhdev•9m ago•0 comments

AlgebraX

https://github.com/erivlis/algebrax
2•erivlis•9m ago•0 comments

Ordinary Abundance

https://ordinaryabundance.com/
2•salonium_•11m ago•0 comments

ASD-STE100 Simplified Technical English [pdf]

https://asd-web-be-prod.azurewebsites.net/media/wunhmi5y/asd-ste100-issue-9.pdf
1•gregsadetsky•12m ago•0 comments

60 Minute Creator – Node-based AI content workflows using your own API keys

https://60minutecreator.com/
1•dansambusiness•16m ago•0 comments

AMD Advancing AI 2026: Talking CDNA5 with AMD's Alan Smith

https://chipsandcheese.com/p/amd-advancing-ai-2026-talking-cdna5
2•rbanffy•17m ago•0 comments

Notes on the Fourier Transform

https://eli.thegreenplace.net/2026/notes-on-the-fourier-transform/
2•Jimmc414•18m ago•0 comments

Distributing LLM Inference in DwarfStar

https://antirez.com/news/167
1•Jimmc414•19m ago•0 comments

SVG Sketch Source

https://tomlarkworthy.github.io/lopebooks/notebooks/tomlarkworthy_svg-lens.html#view=S100(@tomlar...
1•tlarkworthy•20m ago•0 comments

How to work well with AIs – what they can do, what they can't

https://www.patreon.com/bcachefs/posts/how-to-work-well-165004968
1•vanburen•24m ago•0 comments

Emacs Writing Machine

https://chainsawriot.com/postmannheim/2026/07/25/writeredeck.html
2•lr0•25m ago•0 comments

Little-Known Dangers of Restricting Sodium Too Much

https://www.healthline.com/nutrition/6-dangers-of-sodium-restriction
1•sublinear•29m ago•0 comments

What a European Federation Would Fix [video]

https://www.youtube.com/watch?v=PU7W_eFBkoM
2•ktosobcy•29m ago•0 comments

Ihatedevops.com – because DevOps separates vibe coder from engineer

https://ihatedevops.com/
1•connorelkin•34m ago•1 comments

I built the budgeting app I always wanted

https://depobudget.com
3•skaplich•34m ago•0 comments

Pokemon card stores will require face scans, from elementary school age up

https://www.ign.com/articles/the-pokemon-company-announces-facial-recognition-system-to-help-kill...
3•logickkk1•38m ago•0 comments

Sick Systems: How to Keep Someone with You Forever (2010)

https://issendai.com/psychology/sick-systems/
2•jordand•38m ago•0 comments

Ask HN: How to deal with security implications of running/installing projects?

5•johng•38m ago•1 comments

Thoughts about the Leiden Declaration

https://gowers.wordpress.com/2026/07/26/thoughts-about-the-leiden-declaration/
2•pyentropy•38m ago•0 comments

Show HN: Scout, understand any Enterprise Platform in minutes

https://github.com/prabhuavula7/scout
2•prabhuavula7•38m ago•0 comments

Show HN: 10am: audiovisual neural stimulation built into your desktop

https://go10am.com
2•yidami•39m ago•2 comments