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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

I made a byte-range cache for object storage

https://github.com/xav-db/range-cache
1•xavcochran•42s ago•1 comments

AI and Consciousness: A Skeptical Overview

https://www.cambridge.org/core/elements/ai-and-consciousness/E77C92088DA3C9F89E7FE7C75CBB1896
1•dhfbshfbu4u3•2m ago•0 comments

Artists Built a Site to Escape AI. Scrapers Are Coming for It Anyway

https://www.forbes.com/sites/robsalkowitz/2026/08/23/artists-built-a-site-to-escape-ai-scrapers-a...
1•PixelForg•4m ago•0 comments

Ask HN: MCP vs. Agent Harness

1•gpt4o•7m ago•0 comments

Hugging Face has been exploring a sale that could value it at $13B+

https://www.businessinsider.com/hugging-face-could-be-acquired-13-billion-2026-8
1•shscs911•9m ago•0 comments

I tested whether locking interface contracts helps AI app rebuilds

https://github.com/Parker-Fawcett/rebuild-dossier
1•Parker_Fawcett•9m ago•0 comments

Show HN: Agent Mayday

https://agentmayday.org
1•pingou•9m ago•0 comments

Training AI to Paint with Code

https://surya.website/rling-qwen-to-paint-with-code
3•Tiberium•14m ago•0 comments

Fixable Things That Make Life Harder for the Elderly, the Sick, and the Poor

https://abio.substack.com/p/11-fixable-things-that-make-life
3•fkozlowski•16m ago•0 comments

Regular Expression Engine for Scryer Prolog and ISO Prolog Systems

https://github.com/dougransom/regexp_dcg/
2•triska•16m ago•0 comments

'The Nerd Reich' tracks the 'unmasking of Silicon Valley's true politics'

https://www.npr.org/2026/08/10/nx-s1-5925350/the-nerd-reich-tracks-the-unmasking-of-silicon-valle...
11•rbanffy•18m ago•0 comments

Are America's Gulf bases worth rebuilding?

https://www.ft.com/content/6f664a31-ca24-4a16-a6e9-5978fdf2512c
3•tcp_handshaker•20m ago•1 comments

Google Workspace thinks my domain is an email provider

https://blog.elis.cc/articles/google-workspace-thinks-my-domain-is-an-email-provider/
2•el1s7•24m ago•0 comments

Can machines even be conscious?

https://crackedbeefcake.com/on/machines/
4•lazerjesus•24m ago•4 comments

Show HN: FramePin – Turn screen recordings into beautiful interactive guides

https://framepin.com/
3•aksuta•25m ago•0 comments

Show HN: Know the true cost of egg freezing upfront

https://eggfreezingfacts.org/
3•wowinter15•27m ago•0 comments

The $28,000 Course for an AI Job Nobody Quite Understands Yet

https://www.bloomberg.com/news/articles/2026-08-21/how-executives-are-training-to-become-chief-ai...
3•wslh•27m ago•1 comments

Controlling what information enters my mind

https://puffer.bearblog.dev/info-control/
2•Gecko4072•27m ago•0 comments

How I Find Problems to Solve as a Staff Engineer

https://lalitm.com/post/find-problems-staff-engineer/
9•vanpra•30m ago•3 comments

Claude reaching limits quickly then ever

3•gpt4o•30m ago•0 comments

Show HN: Cartopolis, 3D virtual world (Rust/Bevy/OSM)

2•jvanveen•32m ago•1 comments

Drydock – turn messy specifications into working software

https://webcloudstudio.com/
2•happyed•32m ago•2 comments

British Kids Are Skipping Top Colleges for White-Collar Apprenticeships

https://www.wsj.com/lifestyle/careers/british-kids-are-skipping-top-colleges-for-white-collar-app...
3•bookofjoe•34m ago•1 comments

My experience as a first time speaker

https://blog.guillheu.dev/articles/first-time-speaker/
2•crowdhailer•36m ago•0 comments

Show HN: Doop – open-source live canvas for AI agents to design

https://github.com/kgoedecke/doop
2•kgoedecke•39m ago•0 comments

Study: Men and women who marry early are poorer [pdf]

https://link.springer.com/content/pdf/10.1007/s12546-026-09430-4.pdf
2•rustoo•40m ago•0 comments

Hot Chips 2026: Samsung and HBM Base Die Opportunities

https://chipsandcheese.com/p/hot-chips-2026-samsung-and-hbm-base
2•pella•45m ago•0 comments

Mystery AI Model Ox Alpha Draws Developers with Free Access

https://www.bloomberg.com/news/articles/2026-08-23/mystery-ai-model-ox-alpha-draws-developers-wit...
2•tosh•47m ago•1 comments

Fable and the End of the Free Lunch

https://www.dbreunig.com/2026/08/23/fable-the-end-of-moore-s-law.html
8•dbreunig•47m ago•0 comments

Show HN: NoteCount – Offline-first cash counter and digital ledger for Android

https://play.google.com/store/apps/details?id=com.dskysolution.notecount&hl=en_US
2•diptenusarkar•52m ago•0 comments