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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

Trump Demanded Iran's 'Unconditional Surrender.' He Got a Surprise Instead

https://www.nytimes.com/2026/06/17/us/politics/trump-iran-deal-nuclear-program-strait.html
1•duxup•36s ago•0 comments

Pentagon says Grok used to launch missiles at Iran

https://thehill.com/newsletters/technology/5929290-pentagon-grok-iran-missiles/
1•dlgeek•5m ago•0 comments

Companies question cost of AI as tokenmaxxing spending adds up

https://www.cbc.ca/news/business/ai-spending-ending-tokenmaxxing-tokenomics-9.7237680
1•theanonymousone•6m ago•0 comments

Gloat compiles Clojure and YAMLScript to Go code, native binaries and WASM

https://gloathub.org/
1•adityaathalye•7m ago•0 comments

Audacity 4.0 beta lets you test its new (nicer) Qt interface

https://www.omgubuntu.co.uk/2026/06/audacity-4-0-beta
1•jandeboevrie•9m ago•0 comments

Show HN: 150M Mandarin transcription model with real-time metadata detection

https://huggingface.co/WhissleAI/STT-meta-ZH-150m
1•ksingla025•11m ago•0 comments

The Suicide Clusters That Threaten Mountain Towns

https://www.outsideonline.com/health/wellness/suicide-clusters-mountain-towns-durango/
1•thunderbong•12m ago•1 comments

Local Qwen isn't a worse Opus, it's a different tool

https://blog.alexellis.io/local-ai-is-not-opus/
1•alphabettsy•13m ago•0 comments

Push vs. Pull Agent Memory?

https://github.com/H-XX-D/recall-memory-substrate
1•hendrixx1122•14m ago•0 comments

Plopcop – To Protect and Scrub

https://plopcop.com/
1•piccirello•14m ago•0 comments

Inside Rainbow's AI clash with its fashion models

https://www.businessinsider.com/rainbow-shops-fashion-models-ai-use-jobs-impact-2026-6
1•petethomas•18m ago•0 comments

Ask HN: How have you gotten burned by coding agents?

1•baddash•20m ago•0 comments

Continue has been acquired by Cursor

https://www.continue.dev/
4•joshstrange•23m ago•2 comments

Show HN: GitCredit – give yourself a pat on the back

https://gitcredit.dev
1•kataqatsi•23m ago•0 comments

The Israeli Ultra-Hawks Who Feel Betrayed by Trump's Iran Deal

https://www.newyorker.com/news/q-and-a/the-israeli-ultra-hawks-who-feel-betrayed-by-trumps-iran-deal
3•goldfishgold•23m ago•0 comments

Show HN: Mindwtr – Free, open-source, local-first GTD app for all platforms

https://github.com/dongdongbh/Mindwtr
1•dongdongbh•25m ago•0 comments

Personal AI Video Agent

https://elvalabs.ai
1•akashwadhwani35•27m ago•1 comments

Meta head of product for 'AI for work' transformation is leaving company

https://www.reuters.com/world/meta-head-product-ai-work-transformation-is-leaving-company-2026-06...
5•donohoe•28m ago•0 comments

Redundancies at Microsoft owned Zenimax have begun

https://www.thesixthaxis.com/2026/06/17/report-redundancies-at-microsoft-owned-zenimax-have-begun/
2•asdefghyk•30m ago•1 comments

Get – tiny agent that gets things from your computer

https://github.com/Water-Run/get
1•linzhangrun•32m ago•0 comments

Category Theory Illustrated: From Sets to Categories

https://abuseofnotation.github.io/category-theory-illustrated/02_category/
1•boris_m•36m ago•0 comments

The Inflation Gamble

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5039068
1•toomuchtodo•39m ago•2 comments

The Backlash over Delivery Robots

https://www.bbc.com/news/articles/c0rygp005wjo
3•1659447091•41m ago•0 comments

GenDB – LLM-Powered Generative Query Engine

https://solidlao.github.io/GenDB/
1•matt_d•42m ago•0 comments

Electrocaloric effect

https://en.wikipedia.org/wiki/Electrocaloric_effect
1•teleforce•44m ago•0 comments

Scaling opencomputer from 1 VM to 1 million sandboxes

https://opencomputer.dev/blog/scaling-one-vm-to-million-sandboxes/
3•iacguy•45m ago•0 comments

[x86] AI Compute Extensions (ACE) Specification

https://x86ecosystem.org/resource/ai-compute-extensions-ace-specification/
6•matt_d•45m ago•0 comments

Your Definition of Done Is Wrong

https://fullscale.io/blog/definition-of-done/
1•spo81rty•47m ago•0 comments

FileZilla is still after 24 years

https://pauljacobson.me/2026/06/17/filezilla-is-still-awesome-after-24-years/
1•busymom0•50m ago•1 comments

BrandScreen Launch – Screen brand before build

https://www.brandscreen.ai/
1•emoney21•51m ago•1 comments