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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: Dont lose your friends, use a Kadoodle to plan your next event

https://kalerum.com/en/tools/kadoodle
1•mailforge•2m ago•0 comments

OpenAI Considers Drastic Price Cuts, Anticipating War for Users With Anthropic

https://www.wsj.com/tech/ai/openai-considers-drastic-price-cuts-anticipating-war-for-users-with-a...
2•jbk•9m ago•0 comments

The end is not nigh

https://ckarchive.com/b/0vuwh9h96eg98i7mggrmzhv7orr2eunhx8g7n
3•bigfudge•15m ago•0 comments

Show HN: Sentinel Den – Zero-back end, on-device iOS security SDKs

https://sentinelden.com/
1•iamuhammadkhan•17m ago•0 comments

Ask HN: At what point does a codebase become too large to understand?

1•visha1v•18m ago•0 comments

Are jobs and the world going to be like this, moving forward?

5•chand190•21m ago•1 comments

Louis Rossmann is suing Samsung after firm offers $330 refund

https://www.tomshardware.com/pc-components/ssds/louis-rossman-threatens-to-take-samsung-to-court-...
2•iancmceachern•22m ago•0 comments

AI Agent Bankrupted Their Operator While Trying to Scan DN42

https://lantian.pub/en/article/fun/ai-agent-bankrupted-their-operator-scan-dn42lantian.lantian/
5•xiaoyu2006•23m ago•1 comments

Show HN: Kickbacks.ai – pays you for Claude Code spinner impressions

https://kickbacks.ai
2•devtoolsguides•24m ago•0 comments

Show HN: Proton – A easy CGO-free immediate-mode GUI framework for Go

1•CzaxTanmay•24m ago•0 comments

Asciline – real-time ASCII video rendering engine

https://github.com/YusufB5/ASCILINE
1•godot•26m ago•0 comments

Largest AI Data Center: Doubling every 7 months

https://epoch.ai/data-insights/largest-data-center-compute
2•ilreb•26m ago•0 comments

Show HN: VeloIQ – An internal OS to build full-stack FastAPI apps in minutes

https://veloiq.dev
1•cesarlugos1s•34m ago•0 comments

DevRel is becoming a freelance job now? (India specific)

2•arpansac•39m ago•0 comments

Study Finds Competitors Share Directors More Often Than Previously Known

https://law.stanford.edu/press/award-winning-antitrust-study-finds-competitors-share-directors-fa...
1•toomuchtodo•39m ago•1 comments

Foreign business owners are scrambling to raise capital to stay in Japan

https://tokyopaladin.substack.com/p/foreign-business-owners-are-scrambling
2•zdw•41m ago•0 comments

Device Clock Generation

https://zipcpu.com/blog/2025/12/17/devclk.html
3•mfiguiere•41m ago•0 comments

Git v2.55 will release with Rust support enabled by default

https://lore.kernel.org/lkml/xmqqik7pqeiq.fsf@gitster.g/
2•tapanjk•45m ago•0 comments

AppList – Minimalist App Launcher for iPhone

https://sxp.studio/apps/applist
1•gurjeet•45m ago•0 comments

Ask HN: Is anyone running AI agents in production reliably – what's your stack?

3•nehpets•55m ago•1 comments

I built a fast, edge-native personal site with Astro, Cloudflare D1, and R2

https://www.noahhan.com/
1•Felomeng•55m ago•0 comments

InkyCap – Typst-based PKM for academics, writers, and everyone

https://inkycap.org/
1•nikolay•56m ago•1 comments

The Normalization of Deviance in AI

https://embracethered.com/blog/posts/2025/the-normalization-of-deviance-in-ai/
2•gurjeet•1h ago•0 comments

Koalas at risk of death once seven-day temperatures rise beyond 27C

https://www.abc.net.au/news/science/2026-05-27/koala-deaths-linked-to-a-few-extra-degrees-of-heat...
6•bryanrasmussen•1h ago•0 comments

Linear Coding Sessions

https://linear.app/docs/coding-sessions
3•samtheprogram•1h ago•0 comments

Reading Is a System

https://docs.google.com/presentation/d/1rPX2rZ80CmHJCKZBziS1BtdodQM4NJhkNIz8EhF9nHM/edit?usp=sharing
2•_bramses•1h ago•2 comments

Tesla gets go-ahead to sell self-driving technology in Belgium

https://www.reuters.com/business/autos-transportation/tesla-gets-go-ahead-sell-self-driving-techn...
1•andsoitis•1h ago•0 comments

Blindzone Glare Elimination Mirror Method [pdf]

https://www.nhtsa.gov/sites/nhtsa.gov/files/blindzoneglaremirrormethod.pdf
1•thunderbong•1h ago•0 comments

Sophia NLU Home Assistant – On Device, Low Compute, No Internet, Voice Assistant

2•aquila416•1h ago•0 comments

A 60fps eInk Monitor, the Modos Flow [video]

https://www.youtube.com/watch?v=nHbA2-_qzH4
3•razorbeamz•1h ago•1 comments