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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

The Einstein test: what happens when AI tries to rediscover relativity?

https://www.nature.com/articles/d41586-026-02804-x
1•bookofjoe•1m ago•0 comments

The Limits of Miles Driven as AV Safety Evidence

https://muraiki.github.io/av_safety/limit_miles_evidence/
1•muraiki•1m ago•0 comments

Test your agent in a simulation of your stack before it touches prod

https://sonatalabs.ai/
1•matildagh•1m ago•1 comments

Neuriva

https://www.facebook.com/NeurivaTry/
1•rafygabu•2m ago•0 comments

AI isn't going to kill us

https://thecritic.co.uk/the-1-5-billion-ai-doomsday-cult/
1•romaniitedomum•2m ago•0 comments

TrustDento | India's Trusted Dental Care Network

1•nxtoffer•4m ago•0 comments

Caltech mathematicians call for suspension of AI Mathathon

https://proofsandprompts.com/2026/09/10/open-letter-about-the-mathathon/
1•doubledamio•7m ago•0 comments

PrimalLift

https://www.facebook.com/PrimalLiftTry/
1•najudasy•7m ago•0 comments

DeepJIT: Header-Only C++20 JIT Runtime for Nvidia CUDA and Huawei Ascend

https://github.com/deepseek-ai/DeepJIT
1•mehmetoguzderin•13m ago•0 comments

Thanks to Siri Recaps, your Apple Watch is always listening

https://www.techradar.com/health-fitness/smartwatches/thanks-to-siri-recaps-your-apple-watch-is-a...
3•geox•14m ago•0 comments

Pushing Collision Attacks on SHA-2 to 39 Steps

https://eprint.iacr.org/2026/1120
1•gslin•14m ago•0 comments

DeepSeek v4.1-Flash on Openrouter

https://openrouter.ai/deepseek/deepseek-v4.1-flash
1•manoji•14m ago•0 comments

PlayStation cancels Kojima's PHYSINT, Xbox steps in

https://twitter.com/hideo_kojima_en/status/2097877506401681753
4•HatchedLake721•15m ago•0 comments

Sellular – Boost SaaS Visibility

https://Sellular.online
1•Spark88•15m ago•0 comments

React 19.3: View Transitions and Fragment Refs are now stable

https://react.dev/blog/2026/09/09/react-19-3
2•joshcsimmons•16m ago•0 comments

Towards Self-Driving Codebases

https://cursor.com/blog/self-driving-codebases
1•tosh•17m ago•0 comments

Gemini 3.8 Flash passed Claude Fable 5.1 on this bench

https://chessbench.ai
2•soltanov•17m ago•0 comments

Outdoor Signage

https://www.ambert.ae
1•doshopzone•19m ago•0 comments

Scientificfigure

https://scientificfigure.com
1•ahmadrodriguezs•21m ago•0 comments

Nvidia and Palantir want to speed up the AI buildout. Nvidia is first in line

https://www.fastcompany.com/91604370/nvidia-palantir-sovereign-ai-supply-chains
1•johnshades•22m ago•0 comments

From One Horizontal Scaling Controller to Many: Evolving Uber's Compute Platform

https://www.uber.com/mx/en/blog/evolving-ubers-compute-platform/
1•theanonymousone•25m ago•0 comments

Drones Recreate Twin Towers

https://abc7ny.com/post/drone-show-recreates-twin-towers-honors-2977-victims-ahead-25th-anniversa...
2•TechTechTech•26m ago•0 comments

I Go to the Cloud [video]

https://www.youtube.com/watch?v=i5GTwBTCQJI
1•vismit2000•35m ago•0 comments

Show HN: The same nine streaming subscriptions cost $702/year more than in 2021

https://honestlyranked.com/guides/streaming-price-increases/
4•honestlyranked•36m ago•0 comments

Nerve Guard

https://www.facebook.com/NerveGuard/
1•hayzsafu•37m ago•0 comments

Flushing the toilet may release germ plume at adult face height

https://www.cidrap.umn.edu/misc-emerging-topics/flushing-toilet-may-release-germ-plume-adult-face...
5•giuliomagnifico•38m ago•1 comments

Running AMD OpenSIL and Coreboot on the First Available Ryzen AM5 Motherboard

https://www.phoronix.com/review/msi-b850p-coreboot-opensil
2•rbanffy•40m ago•0 comments

CrossLink: Breaking Location Privacy by Linking Device Identifiers Across

https://arxiv.org/abs/2609.09963
3•sbulaev•43m ago•0 comments

Arm's C2-Ultra, G2-Ultra NX, and CSS N4 IP

https://chipsandcheese.com/p/arms-c2-ultra-g2-ultra-nx-and-css
2•rbanffy•43m ago•0 comments

Count me in: how mathematics explains music – Sarah Hart [video]

https://www.youtube.com/watch?v=yS1DFy2SnQ0
2•vismit2000•44m ago•0 comments