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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

Making the Internet Boring

https://cemrehancavdar.com/2026/08/30/making-the-internet-boring/
1•zdw•44s ago•0 comments

Game of Life Tower

https://notes.jordanscales.com/gol-tower
1•syx•1m ago•0 comments

Ask HN: What do you use to host side projects?

1•ilmak1704•1m ago•0 comments

Upround – paper trade YC startups

https://upround.app/
1•jeremykalfus•3m ago•0 comments

Texas Senate hopeful Talarico teams with Mark Cuban to breakup healthcare

https://www.cnbc.com/2026/08/27/texas-senate-james-talarico-mark-cuban-healthcare.html
2•rawgabbit•4m ago•0 comments

I Use Claude Code on an Unfamiliar Codebase

https://thetechbuffet.substack.com/p/claude-code-on-an-unfamiliar-codebase
1•ahmedbesbes•4m ago•0 comments

Ask HN: Is Paul Graham right that you shouldn't build startups at 17?

1•AmirMakirr•9m ago•0 comments

ATF's Breached System Was Isolated. Its IT Management Workforce Fell 25%

https://www.federalhiringdata.com/articles/atf-major-data-breach-cyber-workforce-2026
1•ycombinatronics•9m ago•0 comments

Chrome Web Store extensions caught stealing crypto, browser data

https://www.bleepingcomputer.com/news/security/chrome-web-store-extensions-caught-stealing-crypto...
2•sbulaev•14m ago•0 comments

No agents after 8 pm

https://sparsethought.com/2026/08/19/no-agents-after-8pm/
1•galsapir•14m ago•0 comments

Photon Frames – The digital photo frame for Synology Photos and Immich

https://photonframes.com/
1•evo_9•16m ago•0 comments

Google Maps Will Show 'Lake America' in US, Not 'Lake Ontario'

https://www.reuters.com/world/us/google-maps-will-show-lake-america-us-not-lake-ontario-2026-08-30/
3•geox•16m ago•0 comments

The XGBoost Vector-Leaf Model

https://xgboost.ai/2026/08/25/introducing-the-xgboost-vector-leaf-model
2•theanonymousone•17m ago•0 comments

Show HN: Automated Sanborn map georeferencing, with a Chicago map viewer

https://autogeoref.com/
1•chicagopluto•18m ago•1 comments

America's next grocery shock is brewing

https://www.axios.com/2026/08/30/grocery-inflation-prices-war-diesel
1•cwwc•19m ago•0 comments

Build a Bigram Model in 10 Minutes

https://www.sithankanna.com/posts/learning-bigram-zero-layers.html
1•hdit•19m ago•0 comments

Cores in space: The core memory module from a 1980 Spacelab computer

https://www.righto.com/2026/08/spacelab-core-memory.html
5•pwg•20m ago•1 comments

Ask HN: Anyone care to answer a small survey about ML?

1•aunekiaru•22m ago•1 comments

Is GitHub Down?

2•worldsavior•28m ago•0 comments

Terrible Advice for Software Engineers

https://twitter.com/steveruizok/status/2093748670617256098
1•rafaepta•31m ago•0 comments

Highsky – An interactive canvas where you own spots until someone pops you out

https://highsky.lol
1•eradon•33m ago•0 comments

Devastation from the Nepal-China Floods in 30 photos

https://www.aljazeera.com/gallery/2026/8/30/in-pictures-devastation-from-the-nepal-china-floods
4•saikatsg•33m ago•0 comments

I am no longer letting Claude Code add itself as Co-author in my commits

https://igupta.in/blog/why-i-am-no-longer-letting-claude-code-add-itself-as-coauthor/
6•dhanush•33m ago•0 comments

I Study Successful People. They Have One Habit in Common

https://www.nytimes.com/2026/08/28/opinion/successful-people-help.html
1•whack•34m ago•0 comments

Show HN: Médicos por Venezuela – Non-profit medical help

https://medicosporvenezuela.org/
1•softronic•34m ago•1 comments

How to go to the doctor in 2026

https://davidadrian.cc/blog/how-to-go-to-the-doctor-in-2026/
4•dcanones•36m ago•0 comments

Pigs in Studio Ghibli Films

https://thehumaneleague.org/article/pigs-hayao-miyazaki
1•marysminefnuf•36m ago•0 comments

Despite Risk, Speeding Becoming Normalized, AAA Study Finds

https://www.carriermanagement.com/news/2026/08/20/291238.htm
3•bookofjoe•39m ago•0 comments

Microduck

https://pollen-robotics.com/microduck/blog/introducing-microduck/
1•unsnap_biceps•42m ago•0 comments

Show HN: Roam, a GPS speedometer that tries not to burn in your OLED

https://github.com/Nicsilver/roam
1•Nicsilver•42m ago•0 comments