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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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

Early modern humans experienced thoughts as commands from external "gods"

https://en.wikipedia.org/wiki/Bicameral_mentality
1•matthewslotkin•37s ago•0 comments

An honest question for New York's Nassau county conservatives: why cheer this? [video]

https://www.youtube.com/watch?v=GltdOBxniBs
1•dataflow•51s ago•0 comments

Making Sense of Memory in AI Agents

https://www.leoniemonigatti.com/blog/memory-in-ai-agents.html
1•gmays•1m ago•0 comments

What Is "Open Recursion"?

https://journal.stuffwithstuff.com/2013/08/26/what-is-open-recursion/
1•andsoitis•2m ago•0 comments

Feed the Platypus

https://feed-the-platypus.vercel.app/
1•bewal416•2m ago•1 comments

Show HN: Hacker News Visualized

https://ecaterina.app/hackernews
1•legi0n•3m ago•0 comments

Crafting "Crafting Interpreters"

https://journal.stuffwithstuff.com/2020/04/05/crafting-crafting-interpreters/
1•andsoitis•3m ago•0 comments

The Power of Proximity to Coworkers [pdf]

https://pallais.scholars.harvard.edu/sites/g/files/omnuum5926/files/2025-11/Power%20of%20Proximit...
1•SchwKatze•4m ago•0 comments

Microsoft just released a LangChain course for Java developers

https://github.com/microsoft/LangChain4j-for-Beginners
1•bakigul•4m ago•0 comments

Best Anonymous Payment Methods 2025

https://cloudexplorer.ai/anonymous-payment-methods/
1•BlackPlot•5m ago•0 comments

Pluribus an Unintentional Allegory for AI

https://www.polygon.com/pluribus-episode-3-chatgpt-ai-vince-gilligan/
1•mojomark•6m ago•1 comments

Comparing the homepage-claims of popular Git hosting providers

https://www.zufallsheld.de/2025/12/02/comparing-homepage-claims-of-git-providers/
1•zufallsheld•7m ago•0 comments

Warner Bros Discovery gets mostly cash offer from Netflix

https://www.reuters.com/business/media-telecom/warner-bros-discovery-gets-mostly-cash-offer-netfl...
1•andsoitis•7m ago•0 comments

America's elite colleges have an extra-time-on-tests problem

https://www.theatlantic.com/magazine/2026/01/elite-university-student-accommodation/684946/
1•fortran77•7m ago•1 comments

Has the TSA added immigration enforcement to "Secure Flight"?

https://papersplease.org/wp/2025/12/02/has-the-tsa-added-immigration-enforcement-to-secure-flight/
1•greyface-•7m ago•0 comments

Study Finds AI Wildlife Videos Creates a Disconnect Between People and Animals

https://petapixel.com/2025/12/02/study-finds-ai-wildlife-videos-creates-a-disconnect-between-peop...
2•gbugniot•7m ago•0 comments

A Comparative Study of Time on Mars with Lunar and Terrestrial Clocks

https://iopscience.iop.org/article/10.3847/1538-3881/ae0c16
1•layer8•7m ago•0 comments

AWS and Google Cloud collaborate to simplify multicloud networking

https://cloud.google.com/blog/products/networking/aws-and-google-cloud-collaborate-on-multicloud-...
1•mikecarlton•8m ago•0 comments

Did the Giant Heads of Easter Island Once Walk?

https://www.nytimes.com/2025/11/26/science/archaeology-easter-island-rapa-nui.html
2•benbreen•8m ago•0 comments

Ask HN: Favorite Engineering Blogs Currently?

1•localbuilder•8m ago•0 comments

Show HN: Messaging and file sharing that stores nothing on servers

https://diode.io/products/collab-family/
1•diode_sovereign•8m ago•0 comments

Zig's new plan for asynchronous programs

https://lwn.net/SubscriberLink/1046084/4c048ee008e1c70e/
2•messe•9m ago•0 comments

Show HN: Genlook – Virtual try-on for Shopify stores

https://www.genlook.app/
1•thibaultmthh•13m ago•0 comments

Running Great Refinement Meetings

https://www.jakeworth.com/posts/running-great-refinement-meetings/
1•jwworth•13m ago•0 comments

Show HN: Interactive Chromaticity and 3D Color Gamut Visualization

https://agaura.github.io/chromaticity-clouds/main.html
2•clubers•13m ago•0 comments

Every cheat site has the wrong code for Michelin Rally Masters

https://32bits.substack.com/p/under-the-microscope-michelin-rally
2•bbayles•14m ago•0 comments

Meta's Instagram orders employees back to the office 5 days a week

https://www.cnbc.com/2025/12/01/meta-instagram-rto-return-to-office.html
2•chollida1•14m ago•0 comments

Catch the liar in this addictive party word game

https://www.imposterwords.com/
2•bozhou•16m ago•1 comments

Neovim as Git Mergetool

https://smittie.de/posts/git-mergetool/
1•EPendragon•17m ago•0 comments

Better Solutions for Cloud-to-Cloud Transfers

https://www.ricedrive.com/
1•leolula•18m ago•1 comments