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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

Download Free Marketing Software

https://www.coolmarketingsoftware.com/osclass-submitter/
1•bokeke1•41s ago•0 comments

What Should I Build?

1•gooob•5m ago•0 comments

ClawMoat, runtime containment for AI agents after Fable 5

https://clawmoat.com/
1•ildar•7m ago•0 comments

5.3M-year-old deep-sea whale necropolis in the Diamantina Zone

https://www.nature.com/articles/s41586-026-10546-z
3•defrost•9m ago•0 comments

Ask HN: Which cheap Chinese LLM are you using?

2•linzhangrun•9m ago•0 comments

GIER: A Danish computer from 1961 with a role in the modern astronomy

https://arxiv.org/abs/1704.05828
1•andrewstuart•11m ago•0 comments

Lime 2.0 – Zero Human Auth for AI Agents

https://lime.pics
1•MawyxxY•23m ago•1 comments

Brew Browser: A Native macOS GUI for Homebrew

https://github.com/msitarzewski/brew-browser
2•amichail•27m ago•0 comments

Vincent's parents 'never say he's good enough' so he turned to a couple online

https://www.bbc.com/news/articles/cpq3dnr5vlzo
2•breve•30m ago•0 comments

The whirlwind 24 hours that led to export controls on Anthropic

https://www.politico.com/news/2026/06/13/inside-the-whirlwind-24-hours-that-led-the-white-house-t...
5•ls612•32m ago•0 comments

Surface Data vs. Deep Data [video]

https://www.youtube.com/watch?v=vk6lgHjjGp8
1•zetamax•36m ago•0 comments

The Siren Song of Illness

https://www.nybooks.com/articles/2026/06/25/the-siren-song-of-illness-master-of-contradictions-je...
2•t0lo•38m ago•0 comments

The Missing Infrastructure Between AI Agents and the EVM

https://blog.bridgexapi.io/the-missing-infrastructure-between-ai-agents-and-the-evm
1•Bridgexapi•38m ago•0 comments

Fable: Two edges of one opinion, on a model switched off

https://rebraining.org/fable
1•Jakko-KAAMOS•40m ago•0 comments

'Tell Him He's a Piece of Shit': Meta's New AI Unit Is a Total Mess

https://www.wired.com/story/mark-zuckerberg-meta-employee-meeting-interrupt-ai/
20•momentmaker•46m ago•6 comments

Let's Destroy American Science

https://nasawatch.com/policy/lets-destroy-american-science/
7•voxadam•49m ago•0 comments

Russian families use AI to 'resurrect' loved ones killed in Ukraine

https://www.bbc.com/news/articles/cwy24v72n19o
3•breve•50m ago•0 comments

Monero Inflation Checker

https://www.moneroinflation.com/
1•Cider9986•54m ago•0 comments

Switzerland to vote on plan to cap population at 10 million

https://www.bbc.com/news/articles/cx23kz7e76po
2•breve•55m ago•0 comments

4 things to know about the new sunscreen ingredient the FDA approved

https://www.npr.org/2026/06/13/nx-s1-5856385/sunscreen-skin-protection-bemotrizinol
32•mikhael•59m ago•2 comments

The "Best" HN Comments

https://news.ycombinator.com/bestcomments
3•embedding-shape•1h ago•0 comments

There is no such thing as an AI 'artist'

https://www.spiked-online.com/2026/06/07/there-is-no-such-thing-as-an-ai-artist/
4•mikelgan•1h ago•2 comments

The AI supply chain is a software supply chain with new failure modes

https://blog.r-lopes.com/newsletter/2026-06-03
3•dovelome•1h ago•0 comments

Fable 5: They switched off my AI mid-build. The timeline is the story

https://medium.com/@alirezarezvani/fable-5-anthropic-and-us-gorvernment-how-ai-export-controls-ju...
2•jungard•1h ago•0 comments

FDA OKs first new sunscreen ingredient in more than 25 years

https://apnews.com/article/sunscreen-fda-bemotrizinol-ingredient-uva-protection-9b9c7e04b418b3c9c...
16•marc__1•1h ago•3 comments

The Future of Software Engineering Is Here; It's Just Not Evenly Distributed

https://twitter.com/jmugan/status/2065962078322438524
2•jmugan•1h ago•0 comments

Goldman and Morgan Stanley to Pocket $100M Each in SpaceX IPO Fees

https://www.wsj.com/livecoverage/spacex-ipo-stock-market-06-12-2026/card/goldman-and-morgan-stanl...
4•vismit2000•1h ago•0 comments

Color Photos of Stalin-Era Soviet Union Taken by a US Diplomat

https://rarehistoricalphotos.com/stalin-era-soviet-union-pictures-martin-manhoff/
8•Cider9986•1h ago•1 comments

Anthropic's Economic Policy Framework [pdf]

https://www-cdn.anthropic.com/files/4zrzovbb/website/9ea607a5dd67c168093829b701f3a0a6d21156d5.pdf
2•jonbaer•1h ago•0 comments

Policy on the AI Exponential

https://www.anthropic.com/policy-on-the-ai-exponential/epf
3•jonbaer•1h ago•0 comments