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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Dina Powell McCormick Joins Meta as President and Vice Chairman

https://about.fb.com/news/2026/01/dina-powell-mccormick-joins-meta-as-president-and-vice-chairman/
1•iamben•1m ago•0 comments

Yt-Dlp Online – Simple and Free YouTube Video Downloader

https://yt-dlp.online/
1•blackomw•2m ago•0 comments

Why 3D doesn't work and never will (2011)

https://www.rogerebert.com/roger-ebert/why-3d-doesnt-work-and-never-will-case-closed
1•Antibabelic•2m ago•0 comments

Explore eCommerce statistics and KPI benchmarks to see how you stack up

https://marketing.dynamicyield.com/benchmarks/
1•mooreds•3m ago•0 comments

Show HN: VL-JEPA(Joint Embedding Predictive Architecture for Vision-Language) [video]

https://www.youtube.com/shorts/aHkfDrOB9Lg
1•JosefAlbers•3m ago•0 comments

Create a Desktop Using Windows 3.10 from Windows 95 Installer

https://tech.lgbt/@nina_kali_nina/115871854239918291
1•birdculture•4m ago•0 comments

Foley (Sound Design)

https://en.wikipedia.org/wiki/Foley_(sound_design)
1•hypertexthero•4m ago•0 comments

A polyfill for the HTML switch element

https://blog.tomayac.com/2026/01/12/a-polyfill-for-the-html-switch-element/
1•tomayac•7m ago•0 comments

The brief rise and retreat of Generation Z in Mexico

https://english.elpais.com/international/2025-12-27/the-brief-rise-and-retreat-of-generation-z-in...
1•PaulHoule•7m ago•0 comments

Show HN: Wirey – Socket testing client with JavaScript scripting

https://github.com/yunjywork/wirey
1•yunjywork•8m ago•0 comments

Bringing uv-like performance leaps to Python HTTP

https://jawah.github.io/tech/
1•mesahm•9m ago•0 comments

20-year-olds walk up 60 floors of Osaka high-rise to celebrate adulthood

https://www3.nhk.or.jp/nhkworld/en/news/20260112_11/
1•kyleblarson•10m ago•0 comments

Lock-Picking Robot

https://github.com/etinaude/Lock-Picking-Robot
1•p44v9n•14m ago•0 comments

Show HN: DogEar – A tool for book retention via environmental priming

https://getdogear.com/
1•illhangon•14m ago•1 comments

You keep getting emails offering website help

https://www.pauldambra.com/advice/why-you-keep-getting-emails-offering-website-help/
1•xanthine•16m ago•0 comments

Show HN: A marketplace for vibe coded projects

https://www.vibecodors.com/
1•jcoulaud•16m ago•0 comments

Stop turning everything into arrays (and do less work instead)

https://allthingssmitty.com/2026/01/12/stop-turning-everything-into-arrays-and-do-less-work-instead/
2•AllThingsSmitty•16m ago•0 comments

Three NHS trusts still using fax machines

https://www.bbc.co.uk/news/articles/c801yyz3z5go
1•neversaydie•17m ago•0 comments

AI isn't "just predicting the next word" anymore

https://stevenadler.substack.com/p/ai-isnt-just-predicting-the-next
1•vinhnx•17m ago•0 comments

Commits Problem

https://davekiss.com/blog/the-1000-commits-problem/
1•vinhnx•17m ago•0 comments

Ireland fast tracks Bill to criminalise harmful voice or image misuse

https://www.irishtimes.com/ireland/2026/01/07/call-to-fast-track-bill-targeting-ai-deepfakes-and-...
1•mooreds•18m ago•0 comments

IntentGrid Benchmark: A board game by LLMs

https://intentgrid.org/
1•mingli_yuan•18m ago•0 comments

Show HN: Zai Protocol – I designed an autonomous P2P terminal agent (Whitepaper) [pdf]

https://github.com/TaklaXBR/zai-shell/blob/main/docs/whitepaper.pdf
1•taklaxbr•18m ago•1 comments

Most Companies Don't Fail at AI – They Fail Before It Even Starts

1•kajolshah_bt•19m ago•0 comments

What Good Software Supply Chain Security Is for Highly Regulated Industries

https://blogs.vmware.com/tanzu/what-good-software-supply-chain-security-looks-like-for-highly-reg...
1•mooreds•19m ago•0 comments

Borg or Restic?

https://stickleback.dk/borg-or-restic/
1•tosh•21m ago•0 comments

Go-legacy-winxp: Compile Golang 1.24 code for Windows XP

https://github.com/syncguy/go-legacy-winxp/tree/winxp-compat
3•Oxodao•24m ago•0 comments

Open source agents to evaluate, debug, and optimize your prompts

https://github.com/comet-ml/opik/tree/main/sdks/opik_optimizer
1•ChefboyOG•24m ago•0 comments

Show HN: Remove Gemini Watermarks – Client-Side Processing, No Upload Required

https://removegeminiwatermark.net
1•Yreminder•26m ago•0 comments

Show HN: Marginal IA – An open source Readwise for physical books

https://github.com/pierrepocreau/Marginal-IA
1•Poc•26m ago•0 comments