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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

Appropriate Technology

https://en.wikipedia.org/wiki/Appropriate_technology
1•Atiscant•2m ago•0 comments

Horsewood (USA and Canada) Scam or Legit Male Performance Supplement?

https://finance.yahoo.com/sectors/healthcare/articles/horsewood-urgent-report-2026-horse-19110038...
1•gapusart•13m ago•0 comments

A Rust trading bot for Polymarket, 800µs decision loop

https://github.com/casatrick/polymarket-arbitrage-bot
3•casatrick•14m ago•0 comments

TurboPrefill: 2.7× faster than llama.cpp Pipeline Parallel on Llama-3-70B

https://github.com/ggml-org/llama.cpp/pull/24219
1•trykhlieb•16m ago•0 comments

The Pregnancy and Health Apps Still Leaking Data in 2026

https://arxiv.org/abs/2606.26276
3•ddxv•17m ago•1 comments

Toys from Trash

https://www.arvindguptatoys.com/toys-from-trash.php
1•noufalibrahim•17m ago•0 comments

AI and Mathematics Research – Yikes (N.J. Wildberger)

https://www.youtube.com/watch?v=-QlC4C6mPIw
1•nyc111•18m ago•0 comments

The cost of AI is someone else's time

https://cephalosec.com/blog/the-hidden-cost-of-ai-is-someone-elses-time/
1•ilreb•19m ago•0 comments

Ozymandias on Rails. The Pedestal Inscription

https://baweaver.com/writing/2026/06/28/ozymandias-on-rails-the-pedestal-inscription/
1•Liriel•20m ago•0 comments

Show HN: I built an agent that uses email as a file system

https://www.supafax.com/
1•rohanmahen•24m ago•0 comments

The "I don't know, Claude wrote this" pandemic

https://newsletter.manager.dev/p/the-i-don-t-know-claude-wrote-this-pandemic
1•flail•26m ago•0 comments

Show HN: Ask your AI what changed across your competitors

https://industry-lens.com/mcp
1•IndustryLens•27m ago•0 comments

When Your IDE Becomes a RCE Endpoint

https://medium.com/trendyol-tech/when-your-ide-becomes-a-rce-endpoint-c87b85096b19
1•nofool•28m ago•0 comments

AI-native Formik alternative form library

https://fillament.dev
1•trialerror123•34m ago•0 comments

Getting Started with Rhombus

https://docs.racket-lang.org/rhombus-getting-started/index.html?fam=Rhombus&famroot=rhombus
1•azhenley•35m ago•0 comments

Ask HN: Sub 5 person team – Claude team plan?

1•anoop_kumar•37m ago•1 comments

Hand and Brain and Artificial Intelligence

https://www.theinternationalism.org/2026/02/hand-brain-artificial-intelligence.html
1•abbassix•41m ago•1 comments

Entertainment Software Association: "Minecraft private servers are illegal" [video]

https://www.youtube.com/watch?v=RgmtdeBIZ2s
1•krige•43m ago•0 comments

Show HN: Markdific – A lightweight Markdown viewer for non-technical users

https://markdific.com/
1•Sharanxxxx•44m ago•0 comments

Mrs. Cotton

https://mrscotton.mjanssen.nl/
1•marc0janssen•45m ago•1 comments

Real Estate AI Reverse Image Search

https://jitty.com/post/reverse-image-search
1•steveharrison•45m ago•1 comments

I helped build adtech's tracking tools. They're on government sites now

https://cairn.com/news/the-counter
4•douglasgoodwin•48m ago•0 comments

Pulse – a lightweight uptime and API monitor I built solo

https://pulse-c751.onrender.com/
1•IsakSandberg•51m ago•0 comments

Show HN: WidgetAI – Design iOS widgets in plain English, no Xcode

https://www.getwidgetai.com
2•bring-shrubbery•53m ago•0 comments

Show HN: TypeScript/JavaScript as interactive isometric circuit board

https://artpar.github.io/solderless/
1•artpar•55m ago•0 comments

Ask HN: ASICs made GPU crypto mining obsolete. Will ASICs for AI be a thing?

1•unpopularopp•56m ago•1 comments

Elementor cuts 100 jobs, 30% of workforce, as AI reshapes website building

https://www.calcalistech.com/ctechnews/article/sycgn6yxze
1•taubek•58m ago•1 comments

Wero Tracker – European Payment Adoption Progress

https://www.werotracker.eu/
2•komape•59m ago•0 comments

Show HN: Cloud Inefficiency Audit – a local CLI to audit your Hetzner bill

https://github.com/gelkao/cloud-inefficiency-audit
1•dominikz•59m ago•1 comments

Pieter Levels' Data Shows Negative Posts Get 2.5x More Views

https://x.com/i/trending/2071612403301683379
3•vantareed•1h ago•0 comments