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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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: Clickly – visual dev tool for mobile apps with real-time preview

https://clickly.app
1•roskoalexey•2m ago•0 comments

The Window Chrome of Our Discontent

https://pxlnv.com/blog/window-chrome-of-our-discontent/
1•tosh•15m ago•0 comments

"I built a spell checker for back end configuration mistakes."

https://www.npmjs.com/package/safelaunch
1•karthicedricq•16m ago•1 comments

ClaudeSmalltalk: An MCP implementation to interact with Smalltalk images

https://github.com/CorporateSmalltalkConsultingLtd/ClaudeSmalltalk
3•mpweiher•29m ago•0 comments

Show HN: Mb-CLI – CLI for Metabase. Designed for humans and AI coding agents

https://github.com/andreagrandi/mb-cli
2•andreagrandi•31m ago•0 comments

Show HN: Viral.ad – Turn any product URL into a UGC video ad in minutes

https://www.viral.ad/
2•cjdesignstudio•32m ago•1 comments

Show HN: I built a tool to manage work and personal Git repos

https://github.com/tomquirk/gitpersona
5•tomquirk•34m ago•0 comments

Show HN: Stopping OpenClaw from breaking your mails

https://github.com/HalfEmptyDrum/openclaw-gmail-draft-proxy
4•HalfEmptyDrum•39m ago•0 comments

Girl Scout Cookies

https://www.girlscouts.org/en/cookies.html
3•Tomte•40m ago•1 comments

Codex for Open Source

https://openai.com/form/codex-for-oss/
3•archb•50m ago•0 comments

China completes 3k-km green belt around Taklamakan desert (2024)

https://www.reuters.com/world/china/china-completes-3000-km-green-belt-around-its-biggest-desert-...
2•thunderbong•51m ago•0 comments

LLM Doesn't Write Correct Code. It Writes Plausible Code

https://twitter.com/katanalarp/status/2029928471632224486
3•danjc•55m ago•0 comments

Show HN: CC Usage Bar – Check Claude Code usage from your macOS menu bar

https://github.com/lionhylra/cc-usage-bar
1•root-cause•57m ago•1 comments

Nintendo DMCA takedown for several projects on GitHub

https://github.com/github/dmca/blob/master/2026/02/2026-02-12-nintendo.md
2•mtlebe•1h ago•0 comments

Show HN: Contrabass – Go and Charm Stack Implementation of OpenAI's Symphony

https://github.com/junhoyeo/contrabass
1•junhoyeo•1h ago•1 comments

Why New Zealand is seeing an exodus of over-30s

https://www.cnn.com/2026/03/06/world/new-zealand-australia-emigration-midlife-intl-hnk-dst
14•Tomte•1h ago•5 comments

Two mechanisms for dynamic type checks

https://wingolog.org/archives/2026/02/18/two-mechanisms-for-dynamic-type-checks
2•PaulHoule•1h ago•0 comments

Dupeless Reeducation

https://www.science.org/content/blog-post/dupeless-reeducation
3•Tomte•1h ago•0 comments

Show HN: RedwoodSDK (v1.0 in a Few Days)

https://rwsdk.com
2•pistoriusp•1h ago•0 comments

Show HN: SlideHTML – render HTML files as slides For AI

https://yourhrh.github.io/slidehtml/
2•creativegodong•1h ago•0 comments

Front End Rust Without Node

https://blog.urth.org/2022/02/14/frontend-rust-without-node
1•mahirsaid•1h ago•0 comments

What your phone knows could help scientists understand your health

https://news.stanford.edu/stories/2026/03/screenome-digital-habits-smartphone-mental-physical-health
3•XzetaU8•1h ago•0 comments

Scientists Transfer Longevity Gene

https://scitechdaily.com/scientists-successfully-transfer-longevity-gene-paving-the-way-for-exten...
3•thunderbong•1h ago•0 comments

AI Error May Have Contributed to Girl's School Bombing in Iran

https://thisweekinworcester.com/exclusive-ai-error-girls-school-bombing/
20•apolloartemis•1h ago•1 comments

How many options fit into a boolean?

https://herecomesthemoon.net/2025/11/how-many-options-fit-into-a-boolean/
1•luu•1h ago•0 comments

SK lays off nearly 1k workers at Georgia plant amid cooling automaker EV plan

https://apnews.com/article/georgia-electric-vehicle-battery-manufacturing-layoffs-workers-79a4ec7...
3•josephh•1h ago•0 comments

Ships in Gulf declare themselves Chinese to dodge attack

https://www.ft.com/content/eaecc3ce-ba4e-4e19-9d0a-6cf1536a5aed
7•KnuthIsGod•1h ago•0 comments

Doomscroll 14,333 cat pictures

https://cat.aadishv.dev/
4•aadishv•1h ago•4 comments

Unemployment Reasons, by Age and Education

https://flowingdata.com/2026/03/05/unemployment-reasons/
3•gslin•1h ago•2 comments

Using Rust and Postgres for everything: patterns learned over the years

https://kerkour.com/rust-postgres-everything
3•olalonde•1h ago•0 comments