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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

Show HN: Phyics-Based Dice Roller

https://dice.jswidler.com/
1•swid•47s ago•0 comments

One idea worked. The interesting part is the pile that didn't

https://jeffrey.io/essays/idea-idea-worked-so-far
1•mathgladiator•59s ago•0 comments

FreeLinX 1.0 – A Linux distro built without GCC or glibc

https://github.com/FreeLinX/FreeLinX/releases/tag/v1.0.0
1•voctl•1m ago•0 comments

Apple CEO John Ternus is reportedly planning layoffs as memory chip costs rise

https://finance.yahoo.com/technology/article/new-apple-ceo-john-ternus-is-reportedly-planning-lay...
1•cramer4next•2m ago•0 comments

The best explanation I've found about the state of AI hype and hysteria [video]

https://www.youtube.com/watch?v=claxN4oxDuY
2•yogthos•5m ago•0 comments

A New Exhibit Examines Eliot Noyes Groundbreaking Home

https://robbreport.com/shelter/home-design/eliot-noyes-exhibit-2944362/
1•rbanffy•7m ago•0 comments

Colonel JD AI Codec Conversation [video]

https://www.youtube.com/watch?v=eKl6WjfDqYA
1•pulkitsh1234•9m ago•0 comments

Software Investing in the Age of AI and Slower Growth

https://www.bain.com/insights/software-investing-in-the-age-of-ai-and-slower-growth-technology-re...
1•T-A•11m ago•0 comments

Replica-aware routing public beta

https://clickhouse.com/blog/replica-aware-routing-public-beta
1•sichenzhao•13m ago•0 comments

Show HN: My First Game

https://store.steampowered.com/app/5271730/Out_Of_Hours/
2•vmmenon•13m ago•0 comments

Show HN: Universal 3.6 Pro – streaming speech-to-text tuned for voice agents

https://www.assemblyai.com/dashboard/login
1•iharnoor•15m ago•0 comments

WSL 3.0.1

https://github.com/microsoft/WSL/releases/tag/3.0.1
1•conductor•17m ago•0 comments

Beyond the Prompt Loop: Architecting AI Agent State Machines: Architecture, Late

1•dusynblog•17m ago•0 comments

What Is a Container, Really? Five Years of GPU Infrastructure

https://www.beam.cloud/blog/what-is-a-container-really
1•Mernit•18m ago•0 comments

AMD Boosting AI/LLM Performance for Radeon iGPUs as Much as 18~23% with Linux7.4

https://www.phoronix.com/review/amd-perfopt
1•pella•20m ago•0 comments

Modern Web Types

https://philipwalton.com/articles/modern-web-types/
1•ibobev•21m ago•0 comments

Upload and Submit ChatGPT Plugins

https://developers.openai.com/plugins/deploy/submission
1•gmays•21m ago•0 comments

Discovery of a Molecular "Memory" That Could Make Lost Weight Come Back

https://scitechdaily.com/scientists-discover-a-molecular-memory-that-could-make-lost-weight-come-...
2•janandonly•24m ago•0 comments

TreasuryDirect provides more guidance on ID.me transition

https://tipswatch.com/2026/09/09/treasurydirect-provides-more-guidance-on-id-me-transition/
2•bariumbitmap•25m ago•1 comments

Show HN: A tool site with zero back end – everything runs client-side

https://www.vantorkit.com/
1•hajjamixcv2012•25m ago•0 comments

Syncing Rust GCC back end or how to test Murphy's law

https://blog.guillaume-gomez.fr/articles/2026-09-22+Syncing+Rust+GCC+backend+or+how+to+test+Murph...
1•birdculture•25m ago•0 comments

Show HN: Web server that lets you build iOS & Android offline apps like BitChat

https://github.com/Qbix/webserver/tree/main
2•EGreg•26m ago•0 comments

Ask HN: Are you working less? By how much?

1•haute_cuisine•26m ago•2 comments

The Tech Industry: An Autopsy

https://monroelab.com/2026/09/29/the-tech-industry-an-autopsy/
1•cdrnsf•27m ago•0 comments

Artifical Analysis - GPT-6.1 Sol Replaces 6 Sol After 7 Days

https://artificialanalysis.ai/articles/gpt-6-1-sol-replaces-gpt-6-sol-after-just-7-days-with-near...
2•Fe2O3•28m ago•0 comments

TeXmacs Vue – GNU TeXmacs in the Browser

https://github.com/mgubi/texmacs/tree/wip_wasm_vue
1•amichail•28m ago•0 comments

AI data centres in N.L.? The door is 'open for business,' says energy minister

https://www.cbc.ca/news/canada/newfoundland-labrador/ai-data-centres-nl-9.7361381
1•cdrnsf•28m ago•0 comments

Ask HN: If a few labs keep the frontier models internal, is that the end of YC?

2•consumer451•29m ago•0 comments

Why Independent Developer Blogs Are Going Offline

https://shramko.dev/blog/blogs-going-offline
1•almanname•29m ago•0 comments

Show HN: Kursal, a decentralized E2E encrypted messenger

https://github.com/KursalChat/Kursal
1•Kodeur_Kubik•29m ago•0 comments