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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

1•freeinvoiceflow•6s ago

TrophyLab

https://trophylab.mod.gov.ua/en/
1•Anon84•34s ago•0 comments

Too much Chinese science is ignored by the West

https://www.economist.com/science-and-technology/2026/06/10/too-much-chinese-science-is-ignored-b...
1•tzury•1m ago•0 comments

Human Dignity

https://www.nubero.ch/blog/017/
1•fmkamchatka•3m ago•0 comments

Long-term remission of neuromyelitis optica w hematopoietic stem cell transplant

https://www.cell.com/med/abstract/S2666-6340(26)00182-0?_returnURL=https%3A%2F%2Flinkinghub.elsev...
1•bookofjoe•3m ago•0 comments

Please Stop Talking About AGI (2025)

https://blog.jxmo.io/p/we-should-stop-talking-about-agi
1•root-parent•4m ago•0 comments

AI Tool That Analyzes Reddit Complaints and Suggests Micro-SaaS Ideas

https://ideavault-alpha.vercel.app/
1•awsaqh•5m ago•0 comments

Europe's Cloud Problem Isn't the Tech. It's the Mindset

https://julien.danjou.info/blog/europes-cloud-problem-isnt-the-tech/
2•enz•6m ago•0 comments

Indian IT stocks slump up to 7% as Accenture cuts revenue outlook

https://www.cnbc.com/2026/06/19/india-it-stocks-fall-accenture-cuts-revenue-forecast.html
2•root-parent•9m ago•1 comments

Where Multi-Agent teams outperform Single Agent runs (and where they don't)

https://www.youtube.com/watch?v=LJ6gdvoekDs
1•jorgemv•10m ago•0 comments

The hard part begins after the lab experiments end

https://rochansinha.com/posts/2026-06-15-The%20hard%20part%20begins%20after%20the%20lab%20experim...
1•rochansinha•10m ago•0 comments

Co/Core – An AI Cooperative

https://console.cocore.dev/
1•tobr•11m ago•0 comments

AI Development Company

1•alexsebastianoo•17m ago•0 comments

Non-Terrifying Spirituality for Children

https://mrmarket.lol/non-terrifying-spirituality-for-children/
1•mrmarket•18m ago•0 comments

My Mathematical Regression

https://blog.dahl.dev/posts/my-mathematical-regression/
2•aleda145•21m ago•0 comments

Whatever Recall – Local AI-knowledge embedded directly within your code

https://whatever-recall.com
1•ChristianMcCain•21m ago•0 comments

The FreeBSD-Update(8) Screensaver

https://vermaden.wordpress.com/2026/06/19/freebsd-update-screensaver/
2•vermaden•22m ago•0 comments

Show HN: Speechmark – On-device meeting notes for Mac (no bot, no cloud)

https://www.speechmark.co/
1•theone•23m ago•0 comments

A startup claims it broke through a bottleneck that's holding back LLMs

https://www.technologyreview.com/2026/06/19/1139313/a-startup-claims-it-broke-through-a-bottlenec...
1•joozio•23m ago•0 comments

Samsung Demonstrates 3D Stacked FETs with Triple Nanosheet Channels at 42nm

https://semiconductor.samsung.com/news-events/tech-blog/from-gaa-to-3d-stacked-fet-expanding-the-...
1•its_ajseven•23m ago•0 comments

Simple, declarative RUM and E2E tests for web apps

https://faultsense.com
1•mitchm•23m ago•0 comments

The LLM industry must keep the RAM prices at absurd levels

https://infosec.exchange/@masek/116775772309957886
2•ndr42•25m ago•0 comments

Docker-compatible REST API on top of Apple's containerization libraries v1.0.0

https://github.com/socktainer/socktainer
1•geordee•27m ago•0 comments

Daveigh Chase, star of Lilo and Stitch and The Ring, dies aged 35

https://news.sky.com/story/daveigh-chase-star-of-lilo-and-stitch-and-the-ring-dies-aged-35-13555579
1•austinallegro•28m ago•0 comments

Self-adapting and mutating LLM based viruses/worms

1•rozumbrada•28m ago•0 comments

How to get product feedback from agents

https://www.sanity.io/blog/how-to-get-product-feedback-from-agents
1•ingve•33m ago•0 comments

Teams using AI for outbound email are finding it harder, Folderly research finds

https://apnews.com/press-release/ein-presswire-newsmatics/press-release-722e599d4420e5d71c812e09b...
1•adamhh•34m ago•0 comments

Node.js Security Fix Silently Broke node-fetch, which broke other tools

https://jdstaerk.substack.com/p/nodejs-security-fix-silently-broke
3•DDerTyp•37m ago•1 comments

HorseWood Reviews 2026: Why Men Are Talking About This Formula

https://finance.yahoo.com/sectors/healthcare/articles/horsewood-urgent-report-2026-horse-19110038...
2•ratypals•42m ago•0 comments

Beast – governed output gateway for AI coding agents

https://github.com/Byron2306/EdgeK-BEAST
1•Byron230686•43m ago•0 comments