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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

We Tested 40 CSS Tools for Performance and Learning Curve. Here's What Won

https://cssawwwards.com/blog/color-blindness-accessible-design-guide-2026
1•cssawwwards•1m ago•0 comments

Three Hundred Fifty-Four Fireworks per Second. Is it a good idea?

https://chadtopaz.com/essays/fireworks-per-second.html
1•mattoxic•3m ago•0 comments

Why Build vs. Buy is the wrong question

https://quii.dev/Why_%22Build_vs_Buy%22_is_the_Wrong_Question
1•quii•6m ago•0 comments

Understanding AI with Soumitra Dutta

https://soumitradutta.gt.tc
1•davidwilliam26•15m ago•0 comments

AI is punishing game developers [video]

https://www.youtube.com/watch?v=59XdUJRzRxc
1•frag•22m ago•0 comments

Show HN: Mobile View – a Chrome extension showing desktop and mobile at once

https://chromewebstore.google.com/detail/mobile-view-—-mobile-simu/hocbjiaeeijekejepphjihbpogik...
1•mongrus•25m ago•1 comments

Agentrc – Dockerfile-shaped, governed packaging for AI agents

https://agentrc.ai/
1•adeelahmadch•27m ago•0 comments

First Principles of Model Routing

https://try.works/first-principles-of-model-routing
2•try-working•27m ago•0 comments

Instagram running ads promoting child sexual abuse material in India, BBC finds

https://www.bbc.co.uk/news/articles/cvgm4e0316zo
2•haritha-j•30m ago•0 comments

Anthropic moves to close loopholes that allow Chinese access to Claude

https://www.ft.com/content/ad033063-60f9-4c0c-8d8a-9193a83e6f60
2•mmarian•34m ago•2 comments

Show HN: HTTPS://HN-Jobs.com

https://hn-jobs.com
2•freakynit•34m ago•0 comments

Show HN: b10 – for files

https://github.com/wilds-land/b10
1•kindy•34m ago•0 comments

Free tool that finds your #1 digital workflow bottleneck in 5 minutes

https://flashconsult.ctonew.app
1•FlashConsultant•37m ago•0 comments

Nearly 1M people worldwide became millionaires in 2025, UBS report finds

https://www.reuters.com/markets/wealth/nearly-one-million-people-worldwide-became-millionaires-20...
1•littlexsparkee•41m ago•2 comments

Fable will return to Claude subscriptions as soon as capacity allows

https://twitter.com/trq212/status/2072814903170408784
2•mil22•42m ago•3 comments

Last and First Men (1930)

https://gutenberg.org/cache/epub/79003/pg79003-images.html
1•petethomas•44m ago•0 comments

Show HN: StartupBar – free mutual traffic exchange for founders (one script tag)

https://startupbar.co/
1•danielabinav160•46m ago•0 comments

I haven't touched Google Slides since Q1

https://sproutmarkup.com/
1•ginooliver•46m ago•0 comments

The Enemy You Declared (Consequences of SciAm Endorsing Joe Biden)

https://markatwood.substack.com/p/the-enemy-you-declared
1•skmurphy•48m ago•2 comments

Section 10 of Income Tax Act: Online Guide and Key Details – SMFG India Credit

https://www.smfgindiacredit.com/knowledge-center/section-10-of-income-tax-act.aspx
1•saumyaraut11•49m ago•0 comments

Poll: Europeans are torn between America and China

https://www.politico.eu/article/poll-europeans-torn-between-america-china/
1•vrganj•50m ago•1 comments

Start faster, stay updated, and navigate cleaner docs for ScalarDB and ScalarDL

https://medium.com/scalar-engineering/start-faster-stay-updated-and-navigate-cleaner-docs-for-sca...
1•josh-scalar•51m ago•0 comments

CoworkingCafe Study Ranks Atlanta, SF and Seattle as Top Cities for Grads

https://www.coworkingcafe.com/blog/the-best-cities-for-recent-grads/
1•vanclaude•52m ago•1 comments

I still enjoy building websites without AI

https://alprado.com/blog/i-still-enjoy-building-websites-without-ai/
2•alprado50•55m ago•1 comments

Everything Is Downstream of Technology

https://twitter.com/deepwhitman/status/2072896235753947361
2•bilater•59m ago•0 comments

Startup Spotlight: Inside Pastmaps' Solo Climb to Six Figures

https://runtimewire.com/article/startup-spotlight-inside-pastmaps-solo-climb-to-six-figures
2•ryanmerket•1h ago•0 comments

Relocating 6M Singapore bees and counting, one nest at a time

https://www.reuters.com/world/asia-pacific/relocating-6-million-singapore-bees-counting-one-nest-...
2•petethomas•1h ago•0 comments

Show HN: WyrmRSS – a self-hosted RSS reader with inline YouTube

https://github.com/kryoseu/WyrmRSS
1•kryoseu•1h ago•0 comments

Trump Jr.'s 'Amazon of guns' could make millions under new proposed firearm rule

https://www.reuters.com/legal/government/trump-jrs-amazon-guns-could-make-millions-under-new-prop...
6•petethomas•1h ago•0 comments

Claude Code Settings That Made Me a Faster Software Architect

https://jsdev.space/claude-code-settings-software-architect/
2•javatuts•1h ago•0 comments