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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

Made a Tool to Streams Changes from Microsoft SQL Server to Apache Kafka

https://github.com/Niyko/Athena
1•hyvr_official•35s ago•1 comments

Reading The Motley Fool never made anyone rich

https://www.researchtesseract.com/blog/reading-the-motley-fool-never-made-anyone-rich
1•BenetBani•53s ago•0 comments

Cache hit rates of Inference are more meaningful than the headline costs

https://dirac.run/posts/cache-hit-rates-agents
1•mellosouls•1m ago•0 comments

How thread locals work on macOS

https://yuraiz.github.io/dyld/
1•yuraiz•1m ago•0 comments

The Website Specification

https://specification.website/
2•k1m•2m ago•0 comments

Video shows an evolved bird nest design that leaves snakes with almost no way in

https://www.yahoo.com/lifestyle/articles/viral-video-shows-tiny-birds-212000935.html
1•gurjeet•6m ago•0 comments

A simple Common Lisp web app (2025)

https://www.scotto.me/blog/2025-04-30-a-simple-common-lisp-web-app/
1•tosh•7m ago•0 comments

Climate tech companies are going public. What's next?

https://www.technologyreview.com/2026/05/28/1138067/climate-tech-ipos/
1•joozio•7m ago•0 comments

Qwe: A simple file-first atomic version control system

https://github.com/mainak55512/qwe
1•thunderbong•8m ago•0 comments

Show Faith by Works – George

https://untitledsource.substack.com/p/show-faith-by-works
1•untiledsource•9m ago•0 comments

Pollen: The Book Is a Program

https://docs.racket-lang.org/pollen/
2•tosh•19m ago•0 comments

Ask HN: Did anyone noticed – Claude vs. Claude generated code act different?

1•kocialnews•21m ago•0 comments

Demographics may be breaking traditional labor market signals

https://www.reuters.com/business/feds-williams-productivity-shifts-hard-spot-real-time-2026-05-28/
2•latentframe•31m ago•0 comments

Blue Origin faces months of delays after rocket explosion damages launch pad

https://www.reuters.com/business/aerospace-defense/blue-origin-faces-months-delays-after-rocket-e...
2•JumpCrisscross•34m ago•0 comments

The National Automated Highway System That Almost Was (2013)

https://www.smithsonianmag.com/history/the-national-automated-highway-system-that-almost-was-6302...
2•downbad_•44m ago•0 comments

The U.S. Has Found a Way to Down a Drone Without Spending $1M

https://www.wsj.com/world/the-u-s-has-found-a-way-to-down-a-drone-without-spending-1-million-848f...
2•JumpCrisscross•50m ago•0 comments

Show HN: GoodSender – the email API for makers and AI agents

https://goodsender.com/
2•efsher_azoy2•50m ago•0 comments

The ~500kB NBSDGames 6 managed to be published ahead of GTA 6

https://github.com/abakh/nbsdgames/releases
3•abakh•53m ago•0 comments

Access Advance Licensor Sues Snap Inc. For AV1 and HEVC Patent Infringement

https://www.accessnewswire.com/newsroom/en/electronics-and-engineering/access-advance-licensor-su...
2•maxloh•54m ago•0 comments

Why Custom Attributes in .NET Give Me Nightmares

https://blog.washi.dev/posts/custom-attributes-and-why-they-suck/
2•jandeboevrie•56m ago•0 comments

Alibaba DAMO Academy Releases GPU Version of Solver

https://www.moomoo.com/news/post/70684711/alibaba-damo-academy-releases-gpu-version-of-solver-for...
2•devy•57m ago•0 comments

Avian Visitors

https://theodore.net/projects/AvianVisitors/
10•fdb•58m ago•0 comments

I'm a photographer. I built a DSL for multi-agent workflows

https://github.com/anhonestboy/agentflow
5•westhills•1h ago•1 comments

A Complexity Theory of AI Value Accrual

https://twitter.com/hypersoren/status/2056866328003174707
3•pretext•1h ago•0 comments

Google infringed trademark allowing competitors use brand name as an ad keyword

https://economictimes.indiatimes.com/tech/technology/ettech-explainer-why-google-was-fined-rs-30-...
6•alok-g•1h ago•1 comments

Dell Confirms XPS Laptop with Nvidia N1X at Computex

https://videocardz.com/newz/dell-confirms-xps-laptop-with-nvidia-n1x-at-computex
4•theanonymousone•1h ago•0 comments

High Tech Heroes #37: Sherwin Gooch Interviews Jef Raskin (1989?)

https://www.youtube.com/watch?v=1qvrOEExlps
3•OhMeadhbh•1h ago•0 comments

Codex generated code that bypasses security constraints

https://twitter.com/sluongng/status/2060746160558543217
5•nomilk•1h ago•0 comments

Why Don't Computers Just Use One Type of Memory?

https://www.youtube.com/watch?v=TfhL5kBiQVI
4•randfur•1h ago•0 comments

Show HN: News about positive advances in medicine, climate tech, research

https://thegoodreport.co/
3•dreadsword•1h ago•0 comments