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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

'Fingerprints' of black hole's event horizon detected for first time

https://phys.org/news/2026-06-fingerprints-black-hole-event-horizon.html
1•signa11•2m ago•0 comments

5120x2160 100Hz Android Desktop Mode on Razor Fold

https://old.reddit.com/r/motorola/comments/1ufzwyt/i_just_got_5k2k_5120x2160_100hz_smoothly_on_a/
1•politelemon•10m ago•0 comments

AI glasses help students cheat in exams – test-obsessed Asia is ground zero

https://www.rnz.co.nz/news/world/628396/ai-glasses-are-helping-students-cheat-in-exams-test-obses...
3•billybuckwheat•14m ago•0 comments

Certainty Volatility Theory: Stable Uncertainty vs. Fluctuating Certainty

https://theguptalog.blogspot.com/2026/06/adaptive-certainty-theory-maybe-we-dont.html
1•GeorgeWoff25•18m ago•0 comments

Everything* – An interactive voyage through all orders of magnitude

https://www.everything.one/#overview
1•bj-rn•20m ago•0 comments

Lore: Next-generation open source version control

https://github.com/EpicGames/lore
1•taubek•27m ago•0 comments

Gambling disorder cases skyrockets in states where sports betting is legal

https://twitter.com/cremieuxrecueil/status/2070651565107446116
1•MrBuddyCasino•27m ago•0 comments

The New York Times Amends Lawsuit Against OpenAI and Microsoft

https://www.nytimes.com/2026/06/25/technology/times-lawsuit-openai-microsoft.html
1•1vuio0pswjnm7•29m ago•0 comments

Promptetheus – Trace, detect, and auto-repair AI agent failures

https://github.com/obro79/promptetheus
1•tar-ive•30m ago•0 comments

People Inc. CEO accuses Google of abusing its market power

https://www.axios.com/2026/06/23/people-inc-google-ai-search-crawler
3•1vuio0pswjnm7•32m ago•1 comments

Ask HN: How much memory is useable by GPU in MacBook?

1•mzubairtahir•32m ago•1 comments

Rich and famous families teach their kids Mandarin as China's influence grows

https://www.abc.net.au/news/2026-06-27/musk-trump-bezos-zuckerberg-children-learning-mandarin/106...
3•defrost•33m ago•0 comments

My gf's birthday is my yearly reminder that I'm bad at gift-giving

https://giftmaxxing.vercel.app/
1•tar-ive•33m ago•0 comments

I HATED having to stop playin instrument togo thru pages onPDFso I used blinking

https://verceleye.vercel.app/
1•peenut•34m ago•1 comments

OpenTTD 16.0-Beta1

https://www.openttd.org/news/2026/06/25/openttd-16-0-beta1
1•untilted•36m ago•0 comments

Mythos available for select organisations

https://twitter.com/anthropicai/status/2070665903440871779
1•dsr12•38m ago•1 comments

Air conditioning torn from homes under net zero clampdown

https://www.telegraph.co.uk/money/consumer-affairs/air-conditioning-torn-from-homes-under-net-zer...
2•razor-thin•42m ago•1 comments

Photos by Om

https://www.photosbyom.com
1•adityaathalye•42m ago•1 comments

Modern GPU Programming for MLSys

https://mlc.ai/modern-gpu-programming-for-mlsys/#
1•sonabinu•56m ago•1 comments

Coding agent harness written in native Golang with built-in file and Git viewer

https://code.intellios.ai
1•coolwulf•56m ago•0 comments

2026 FIFA Worldcup Predictor

https://nutmeg-4eg.pages.dev/
1•chriszng•1h ago•2 comments

Isn't US Government trying to monopolize AI as a super power?

2•StizzurpXDD•1h ago•0 comments

SpaceX stock is a terrible buy – what that means for the bull market

https://www.msn.com/en-us/money/topstocks/spacex-stock-is-a-terrible-buy-what-that-actually-means...
2•WheelsAtLarge•1h ago•1 comments

Apple seeks to buy memory chips from blacklisted Chinese company

https://www.ft.com/content/d72a25e2-7bde-4aa9-bd8d-0c4f3d6cb2cb
1•ilreb•1h ago•0 comments

Agentic Trading on Robinhood

https://robinhood.com/us/en/agentic-trading/
4•huragok•1h ago•2 comments

(Planet Money, NPR) "We almost had a smartphone in the 90s. Why did it fail?"

https://www.npr.org/2026/06/26/nx-s1-5872785/general-magic-sony-magiclink-constraints
1•wnc3141•1h ago•2 comments

I built a marketplace where the money can be verified by anyone

https://old.reddit.com/r/SubliminalsVerytasium/comments/1ufhleb/i_built_a_marketplace_where_the_m...
1•bbenevolence•1h ago•0 comments

Find the right AI agents to build

https://www.agentideahub.com
1•mattmerrick•1h ago•0 comments

TUI email client in native Golang with LLM based drafting functions

https://mail.intellios.ai
1•coolwulf•1h ago•0 comments

Nomad: Portable, offline media server powered by the ESP32-S3 in a thumbdrive

https://www.instructables.com/Jcorp-Nomad-Mini-WIFI-Media-Server/
1•thunderbong•1h ago•0 comments