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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

100 Greatest Bird Names of All Time

https://birdhistory.substack.com/p/the-100-greatest-bird-names-of-all
1•bookofjoe•2m ago•0 comments

Show HN: AdvertBench, ranking the ability of LLMs to create image ads

https://advertbench.com
1•joegibbs•3m ago•0 comments

How LLMs Distort Our Written Language

https://sites.google.com/view/llmwritingdistortion/home
1•jruohonen•3m ago•0 comments

Show HN: An agentic control pane for iPhone

https://onepilotapp.com
2•elearia•5m ago•0 comments

Show HN: Local LLM Hardware Calculator

https://vettedconsumer.com/can-i-run-it/
1•ermantrout•6m ago•0 comments

Show HN: GraphCompose – Declarative Java engine for structured business PDFs

https://github.com/DemchaAV/GraphCompose
2•demchaav•11m ago•0 comments

The Mathematics of the Chinese Calendar [pdf]

https://gwern.net/doc/science/physics/astronomy/2010-aslaksen.pdf
3•mysticaltech-•12m ago•0 comments

Foreign-Born Entrepreneurs Drive America's Unicorn Boom

https://news.crunchbase.com/venture/foreign-born-entrepreneurs-drive-americas-unicorn-boom-strebu...
2•USTECH_WORKER•15m ago•1 comments

Beyond All Reason (Free Total Annihilation Inspired RTS)

https://www.beyondallreason.info
3•mosiuerbarso•15m ago•0 comments

Shall We? – A pre-engineering sanity check for AI-era feature bloat

https://github.com/Tacsiazuma/shall-we
2•tacsiazuma•16m ago•0 comments

Tell HN: Happy Father's Day

3•atestu•19m ago•0 comments

AI Warfare Is at the Point of No Return

https://www.wsj.com/world/ai-warfare-ukraine-russia-anthropic-29945df9
1•bookofjoe•21m ago•1 comments

Retrocomputing with Clash – Haskell for FPGA Hardware Design

https://unsafeperform.io/retroclash/
3•AlexeyBrin•23m ago•0 comments

Madrid Metro uses its trains to deliver packages during non-operating hours [video]

https://www.youtube.com/watch?v=xyuxZCxHWzA
2•cromka•25m ago•1 comments

If anyone wants user feedback directly from your product website, check this out

https://amendor.site/
1•osaeld•28m ago•0 comments

Computer Programming for Everybody

https://www.python.org/doc/essays/cp4e/
2•edent•28m ago•0 comments

A Wild Register Appears: Hunting the 30-Year-Old World of Xeen MT-32 Crash

http://finalpatch.github.io/xeen/
2•stevekemp•28m ago•0 comments

I aim to break the record for the fastest mile

https://www.telegraph.co.uk/athletics/2026/06/09/josh-kerr-why-im-trying-break-record-fastest-mil...
2•wjb3•29m ago•0 comments

Cagebase - Chromium fork that spoofs fingerprints from a JSON profile

1•boredhacker3•30m ago•1 comments

I Created a Minimalist Universal Language for AI

https://github.com/caihongfairys/QMP-Dynamic-Anchors
2•Queen_Xiya•30m ago•0 comments

The open-source Agent Communication Infrastructure

https://github.com/novuhq/novu
2•scopsy•32m ago•0 comments

The Vagabundler Project

https://vagabundler.com/about-vagabundler/
1•jruohonen•33m ago•0 comments

Firecracker-like microVMs for Proxmox VE – KVM isolation, under 200 ms boot

https://github.com/rcarmo/pve-microvm
2•networked•35m ago•0 comments

Local Chrome Bookmarking Extension

https://chromewebstore.google.com/detail/bookmarks-default/mfilaenpdpjhpmchhoboaekjdpmmeckc
1•alikatyc•36m ago•1 comments

Talked with the TerraSpark CEO, they are completely crazy

https://www.terraspark.energy/
2•GL26•36m ago•3 comments

Are Transformers Turing-Complete? A Good Disguise Is All You Need

https://lifeiscomputation.com/transformers-are-not-turing-complete/
4•paraschopra•42m ago•0 comments

Agent Privacy

https://blog.jackdavis.net/ai/security/2026/06/16/agent-privacy-research-writeup.html
2•JackDDavis•44m ago•0 comments

How websites know where you are

https://geospoof.com/blog/how-websites-know-your-location
2•sgro•45m ago•0 comments

The case against geometric algebra

https://alexkritchevsky.com/2024/02/28/geometric-algebra.html
1•Hbruz0•46m ago•0 comments

The deskilling of web dev is damaging our health

https://www.baldurbjarnason.com/2024/the-deskilling-of-web-dev-is-harming-us-all/
4•lemonberry•47m ago•3 comments