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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

Claude subscription changes for Conductor delayed indefinitely

https://www.conductor.build/blog/claude-subscription-update
1•bjhess•1m ago•0 comments

America has lost its war with Iran

https://www.independent.co.uk/voices/editorials/america-trump-iran-ceasefire-agreement-war-hormuz...
1•testing22321•6m ago•0 comments

The Effect of the Great Recession on U.S. Fertility

https://read.dukeupress.edu/demography/article/doi/10.1215/00703370-12664250/411033/The-Effect-of...
2•paulpauper•9m ago•0 comments

Tyler Cowen Is the Tycho Brahe of Economics

https://3quarksdaily.com/3quarksdaily/2026/06/tyler-cowen-is-the-tycho-brahe-of-economics.html
1•paulpauper•9m ago•0 comments

Zen and the Art of Machine Learning Research

https://blog.jxmo.io/p/zen-and-the-art-of-machine-learning
1•jxmorris12•9m ago•0 comments

The White House Is Ratcheting Up Its War Against Anthropic

https://www.theatlantic.com/technology/2026/06/trump-anthropic-export-control-ai-race/687555/
1•Filligree•9m ago•0 comments

Ask HN: Does anyone have their PMs shipping code to customer-facing products?

2•reluctant_dev•15m ago•0 comments

Earn lending-market yield on internet dollars

https://www.askthehive.ai/
1•prismoonprismo•19m ago•0 comments

Ratchets: a Rust tool that polices style violations with a flexible budget

https://github.com/imbue-ai/ratchets
1•nvader•20m ago•0 comments

Ai2 ACE2S – Simulate atmospheric variability – Scale of days to centuries

https://huggingface.co/allenai/ACE2S-SHiELD-plus
1•embedding-shape•24m ago•0 comments

Free Full on App Opensource. This One Is an Absolute Gem Find on GitHub

https://github.com/Prithvi-Web/Treemap
1•DaGoat487•25m ago•4 comments

Amazon Announces Multibillion-Dollar Data Center in Missouri

https://www.narracomm.com/amazon-announces-multibillion-dollar-data-center-in-missouri/
2•thelonelyborg•27m ago•1 comments

How the PH1 barrel became a legend in America's craft beer scene

https://www.washingtonpost.com/food/2026/06/15/how-ph1-barrel-became-legend-america-craft-beer-sc...
1•bookofjoe•29m ago•2 comments

The US just treated an LLM as a munition

https://substack.productmind.co/p/four-thoughts-on-anthropics-fable
2•okosisi•33m ago•1 comments

DeepFork – reverse-engineer any OSS repo into a clean-room rebuild blueprint

https://github.com/GerardoRdz96/deepfork
2•gerardordz96•38m ago•1 comments

Reviews have become expensive, rewrites have become cheap

http://ishmeetbindra.com/posts/reviews-have-become-expensive-rewrites-have-become-cheap/
2•arzh2•42m ago•0 comments

Explosions in Iran IRGC Infighting over "Deal", Hezbollah Attacks Israel [video]

https://www.youtube.com/watch?v=ZehgwIxh4eA
2•Bender•43m ago•0 comments

The Org Harness

https://pub.towardsai.net/the-org-harness-edef5844ba10?source=friends_link&sk=c7ddedd34684476842b...
1•tacoda•47m ago•0 comments

Xiaomi's agentic AI coding harness MiMo Code beats Claude Code at 200 step tasks

https://venturebeat.com/technology/xiaomis-new-open-source-agentic-ai-coding-harness-mimo-code-be...
3•gmays•49m ago•0 comments

Show HN: An Information Exchange for Agents

https://callsign.sh/
1•ric2z•50m ago•5 comments

FreeBSD 15.1-Release Now Available

https://lists.freebsd.org/archives/freebsd-announce/2026-June/000274.html
1•cperciva•51m ago•0 comments

Startup supposed to revolutionize California's wine industry 'It failed'

https://www.latimes.com/business/story/2026-06-15/this-startup-was-supposed-to-revolutionize-cali...
4•iancmceachern•54m ago•0 comments

The Exe.dev iOS App

https://blog.exe.dev/ios
1•bryanmikaelian•57m ago•0 comments

As a potential bug bounty hunter need an advice from bounty hunting veterans

1•SunShineDust•57m ago•0 comments

Eight Crew Members Believed Dead in B-52 Bomber Crash at California Air Base

https://www.wsj.com/us-news/b-52-bomber-crashes-shortly-after-take-off-at-california-air-base-253...
1•fortran77•57m ago•2 comments

UK social media ban for children: the privacy problems Australia exposed

https://proton.me/blog/uk-social-media-ban-privacy
3•jethronethro•59m ago•0 comments

Continue has been acquired by Cursor

https://www.continue.dev
2•platevoltage•1h ago•3 comments

Ultracoding: The Next Frontier

https://www.jay.ai/blog/ultracoding-the-next-frontier
2•_jayhack_•1h ago•0 comments

The Productivity J-Curve [pdf]

https://ide.mit.edu/sites/default/files/publications/jcurve.pdf
1•kioku•1h ago•0 comments

Www.ander.com

https://blog.cloudflare.com/es-es/welcome-to-connectivity-cloud/
1•the-art•1h ago•0 comments