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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

Design Notes: Local Lifetimes for Kotlin

https://github.com/Kotlin/KEEP/blob/main/notes/0007-local-lifetimes.md
1•LelouBil•3m ago•0 comments

Eyes on the Solar System

https://eyes.nasa.gov/apps/solar-system/
1•md224•4m ago•0 comments

Demystifying phone unlocking tools: A technical overview

https://osservatorionessuno.org/blog/2026/05/demystifying-phone-unlocking-tools-a-technical-overv...
1•Cider9986•4m ago•0 comments

Staybl, the browser that adjusts for tremors in real time (2022)

https://www.marketingbrew.com/stories/2022/04/26/the-story-behind-havas-new-app-for-people-with-t...
1•bobbiechen•5m ago•0 comments

Show HN: Free Fonts – a collection of 400+ original, open-source typefaces

https://www.mixfont.com/fonts
1•justswim•9m ago•0 comments

Lam Research focused on adding AI to chipmaking tools as it eyes US expansion

https://www.reuters.com/business/lam-research-focused-adding-ai-chipmaking-tools-it-eyes-us-expan...
1•tartoran•15m ago•0 comments

CVE-2026-28910: Breaking macOS App Sandbox Data Containers and Hijacking Apps

https://mysk.blog/2026/05/19/cve-2026-28910/
1•rzk•17m ago•0 comments

New Getmonero.org Website Design

https://beta.monerodevs.org/
2•Cider9986•19m ago•1 comments

Donald Trump abruptly postpones AI order after White House infighting

https://www.ft.com/content/14213cb0-8d11-4118-bac0-12a403696185
1•petethomas•19m ago•0 comments

Ask HN: What happens when you intercept and modify Claude Code's system prompt?

1•lbrauer•20m ago•0 comments

XMRChat – Tip your favorite streamer in cryptocurrency

https://xmrchat.com
4•Cider9986•21m ago•1 comments

Software Engineering at the Tipping Point

https://www.youtube.com/watch?v=2n41YjR5QfU
1•rahu_•22m ago•0 comments

Show HN: Traditional Card Game Website

https://throw-cards.org/
1•Kyselica•25m ago•0 comments

Replacing Static BI with a Deterministic NLP-to-SQL Engine over Delta Lake

https://hunnykathuria.substack.com/p/nlp-architecting-zero-intervention
1•AI_Force•27m ago•0 comments

Tell HN: I'm tired of AI-generated answers

26•theorchid•29m ago•6 comments

Thoughts on People and Blogs

https://manuelmoreale.com/thoughts/thoughts-on-people-and-blogs
1•sebg•29m ago•0 comments

Codex got better, codex might be built with Claude Opus

1•Robelkidin•30m ago•1 comments

How Node.js and V8 keep each other working

https://joyeecheung.github.io/blog/2026/05/18/how-nodejs-and-v8-keep-each-other-working/
1•aragonite•32m ago•0 comments

Google Is Shattering Under Its Own Weight (The IBM-Ification of Google?)

https://zeroshot.bearblog.dev/google-is-shattering-under-its-own-weight-the-ibm-ification-of-google/
2•sabatonfan•36m ago•0 comments

Starship's Twelfth Flight Test Livestream

https://x.com/i/broadcasts/1YxNrZwwomNxw
5•janpot•38m ago•0 comments

Nascar champion Kyle Busch dies, 41 after hospitalization with 'severe illness'

https://www.npr.org/2026/05/21/g-s1-123547/nascar-champ-kyle-busch-dies
2•RickJWagner•41m ago•0 comments

Why metaphors make AI animations come out better

https://frigade.com/blog/describe-the-world-not-the-widget
1•pancomplex•41m ago•0 comments

Genkit Middleware: Intercept, extend, and harden your agentic apps

https://developers.googleblog.com/announcing-genkit-middleware-intercept-extend-and-harden-your-a...
1•gmays•43m ago•0 comments

Proof of storage protocol support for abstract data types

https://pinionengineering.github.io/storage-proofs/
1•coryschwartz•44m ago•1 comments

Anthropic's "Profitability" Swindle

https://www.wheresyoured.at/anthropics-profitability-swindle/
1•misswaterfairy•45m ago•1 comments

Fork this repo to organize your GitHub Gists automatically

https://github.com/adrenak/gists
1•adrenak•45m ago•0 comments

I made a free Safari extension that shows when your YouTube video ends

https://github.com/Fluphalicious/youtube-end-time-extension
1•fluphies•48m ago•0 comments

Show HN: Baby's First Cards – real photo flash cards for toddlers

https://apps.apple.com/us/app/baby-photo-flash-cards/id6740240314
1•ailocalrecorder•56m ago•0 comments

Google API keys can remain usable for up to 23 minutes after deletion

https://www.theregister.com/devops/2026/05/21/threat-hunters-find-google-api-keys-still-usable-23...
9•logickkk1•56m ago•0 comments

Noncompetes and firm heterogeneity

https://www.aeaweb.org/articles?id=10.1257/pandp.20261076
1•hhs•57m ago•0 comments