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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•12mo ago

Comments

anuragdt•12mo 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•12mo 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•12mo 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

The extended predicative Mahlo universe in Martin-Löf type theory

https://academic.oup.com/logcom/article/34/6/1032/7158523
1•danny00•1m ago•0 comments

Watch » "Michael" FullMovie Online 4K Free Available

https://sites.google.com/view/watchmichaelfullmovieonline/home
1•fgfhf•2m ago•0 comments

A Neuro-Symbolic engine that autonomously verified the GCT barrier in Lean 4

https://github.com/MyceliaCognition/chaos-prover
1•michaelpreid1•2m ago•0 comments

The Last Days of Butter Ridge

https://www.nytimes.com/2026/05/03/us/dairy-farm-butter-ridge-pennsylvania.html
1•JumpCrisscross•3m ago•0 comments

Meta abandons open-source Llama for proprietary Muse Spark

https://thenewstack.io/meta-abandons-llama-spark/
1•Nars088•5m ago•0 comments

Where's the New AI Infrastructure?

https://blog.viewfromtheweb.com/where-s-the-new-ai-infrastructure-6f3e2320/
1•rickdg•6m ago•0 comments

Show HN: Diom – Backend primitives (queue, rate limit, etc.) in one Rust binary

https://github.com/svix/diom
1•tasn•6m ago•0 comments

Show HN: Parrot – a fun, skeuomorphic audio recorder to hear yourself

https://www.zkhrv.com/parrot
2•zkhrv•9m ago•0 comments

Show HN: Glucera Local-first iPhone glucose app, seeking fingerstick beta tester

https://glucera.app/
1•kv0•10m ago•0 comments

Newborns come into the world with LOW vitamin K on purpose

https://twitter.com/ValerieAnne1970/status/2050757238860452132
1•bilsbie•11m ago•0 comments

Show HN: ShadowBrokers – AI trade signals for retail traders

https://www.shadowbrokers.app/start
2•devlsx•12m ago•0 comments

The problem with 'S-curves'

https://energynetworks.substack.com/p/the-problem-with-s-curves
1•scrlk•12m ago•0 comments

The `boring` SSH tunnel manager

https://alebeck.github.io/boring/
1•0x12A•13m ago•0 comments

Show HN: I built my site as a Windows 95 experience (2025)

https://wes.dev/
2•WesSouza•14m ago•0 comments

Show HN: I built my product to be right to repair friendly

https://stefan.schueller.net/posts/how-to-not-end-up-in-a-louis-rossmann-video/
2•sschueller•16m ago•0 comments

Ford Nucleon

https://en.wikipedia.org/wiki/Ford_Nucleon
1•_Microft•20m ago•0 comments

Show HN: Flop Map – a 3D globe of every known AI compute cluster

https://flopmap.com
2•kitwebster•24m ago•0 comments

Show HN: Kirikiri – A mobile IDE for Claude Code (iOS, open source)

2•Husena•26m ago•0 comments

NASA Tests Magnetoplasmadynamic Thruster in Milestone for Crewed Mars Propulsion

https://theopenreader.org/Journalism:NASA_Tests_High-Power_Magnetoplasmadynamic_Thruster_in_Miles...
5•TORcicada•31m ago•1 comments

KarmaRace - Get Users - A reciprocity-based testing network.

https://karmarace.com
1•vicnas•33m ago•0 comments

Show HN: SSL certificate discovery from CT logs

https://www.tidelock.dev/ssl/certificate-discovery
1•vojtechrichter•36m ago•0 comments

We're shipping more code than ever, but understand less of it

https://www.fbritoferreira.com/blog/were-shipping-more-code-than-ever-we-understand-less-of-it
2•fbritoferreira•36m ago•0 comments

Show HN: I built a web builder after 6 years of trying

https://whale.kiraaziz.club
2•kira_aziz•37m ago•0 comments

Why AI Agents are either the best or worst thing we've ever built [video]

https://www.youtube.com/watch?v=WnzR5aOElvw
1•mnem•41m ago•0 comments

Will human minds still be special in an age of AI?

https://www.theguardian.com/books/2026/may/03/will-human-minds-still-be-special-in-an-age-of-ai
1•giuliomagnifico•41m ago•0 comments

Show HN: I built a tool that helps predict HN front page success

https://wannalaunch.com/
19•margotli•42m ago•16 comments

Notes on the Vulnerable World Hypothesis

https://michaelnotebook.com/vwh/index.html
1•thunderbong•42m ago•1 comments

Show HN: A strict-maintenance fork of ingress-Nginx

https://github.com/forkline/ingress-nginx
1•pando85•46m ago•0 comments

Show HN: Event-Sourced Domain Modeling

https://www.esdm.io
1•goloroden•46m ago•0 comments

Show HN: I built a RISC-V emulator that runs DOOM

https://github.com/lalitshankarch/rvcore
3•Flex247A•47m ago•0 comments