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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

DARPA Launches HARQ to Build Multi-Qubit Quantum Systems

https://thequantuminsider.com/2026/04/14/darpa-launches-harq-heterogeneous-quantum-architectures/
1•rbanffy•44s ago•0 comments

Australia's startup scene is thriving at last

https://www.economist.com/business/2026/04/16/australias-startup-scene-is-thriving-at-last
1•andsoitis•2m ago•0 comments

Opus 4.7: better or worse so far compared to 4.6? (don't forget to upvote)

https://strawpoll.com/Qrgewz4kRyp/results
1•firebaze•3m ago•1 comments

What Psychedelics Do to the Brain

https://www.nationalgeographic.com/health/article/psychedelics-brain-scans-drugs
2•gmays•4m ago•0 comments

Age verification app ready as EU moves to curb children's social media access

https://www.reuters.com/world/eu-age-verification-app-ready-europe-moves-curb-childrens-social-me...
1•rbanffy•4m ago•0 comments

Chinese groups call for global AI governance framework – Chinadaily.com.cn

https://www.chinadaily.com.cn/a/202604/14/WS69de4411a310d6866eb43650.html
1•rbanffy•5m ago•0 comments

A Buick GNX Merged with an El Camino to Create This 470-HP Masterpiece

https://www.thedrive.com/news/a-buick-gnx-merged-with-an-el-camino-to-create-this-470-hp-masterpiece
1•PaulHoule•7m ago•0 comments

Logfare.ai – Free LLM Inference. No Auth. No Limits

https://news.ycombinator.com/submit
1•ampdot•8m ago•0 comments

Beyond the Hype: Practical and Responsible Use Cases for Agentic AI Webinar

https://fusionauth.io/webinar/beyond-the-hype-practical-and-responsible-use-cases-for-agentic-ai
1•mooreds•9m ago•0 comments

Hacking the old HackerNews codebase

https://winfunc.com/research/hacking-the-old-hackernews-codebase
1•mufeedvh•13m ago•0 comments

Using a USB switch as a full KVM

https://luke.hsiao.dev/blog/display-switch/
1•lwhsiao•14m ago•0 comments

From SIMT to Systolic Part 2: A Kernel Author's Field Report

https://twitter.com/MainzOnX/status/2044804854020006223
1•matt_d•20m ago•0 comments

Synthetic Astrophysics Photometry

https://github.com/nialljmiller/SED_Tools
1•nialljmiller•21m ago•1 comments

Airbus Likely Provided Satellite Imagery of US Military Assets to China Before

https://chinaselectcommittee.house.gov/media/press-releases/airbus-space-likely-provided-satellit...
5•737min•22m ago•3 comments

Agentic Infrastructure

https://vercel.com/blog/agentic-infrastructure
2•gmays•22m ago•0 comments

Inside Notion

https://colossus.com/article/inside-notion/
2•herbertl•23m ago•0 comments

Witter Coin to host a $50k coin scavenger hunt in SF

https://www.wittercoin.com/
1•nvader•30m ago•0 comments

Worldmonitor: Real-time global intelligence dashboard

https://github.com/koala73/worldmonitor
1•quux0r•31m ago•0 comments

Show HN: AI Subroutines – Run automation scripts inside your browser tab

https://www.rtrvr.ai/blog/ai-subroutines-zero-token-deterministic-automation
3•arjunchint•31m ago•1 comments

Focused microwaves allow 3D printers to fuse circuits onto almost anything

https://newatlas.com/electronics/meta-nfc-focused-microwaves-circuits/
3•breve•31m ago•0 comments

Opus 4.7 refuses to solve NYT Connections puzzles

https://twitter.com/LechMazur/status/2044970170347622727
2•MallocVoidstar•34m ago•1 comments

"Project Hail Mary's" Success: A Story You Can Believe In

https://www.civitasoutlook.com/research/project-hail-marys-success-a-story-you-can-believe-in-fca...
1•RickJWagner•37m ago•0 comments

Stitch – Google's AI design tool

https://stitch.withgoogle.com/
1•satvikpendem•38m ago•1 comments

Glyph Protocol for Terminals

https://rapha.land/introducing-glyph-protocol-for-terminals/
1•coderlovernine•38m ago•0 comments

Tesla Roadstar does not even have a release date so how is that not real fraud?

https://www.tesla.com/roadster
2•kingleopold•39m ago•1 comments

Agile Is Dying

https://twitter.com/helloteban/status/2045244584880451748
3•baristaGeek•40m ago•3 comments

Wild Gunman: Resurrecting Nintendo's First Coin-Op on Its 50th Anniversary [video]

https://www.youtube.com/watch?v=TOfqnomGPkM
1•kitcar•42m ago•0 comments

I reversed Opus 4.7 costs

https://github.com/LucasDuys/forge
1•lucasduys•46m ago•0 comments

Fulu bounty for Ring Camera jailbreak reaches $23k

https://bounties.fulu.org/bounties/ring-video-doorbells
2•SomaticPirate•47m ago•1 comments

The new World ID and the partners bringing proof of human to the internet

https://world.org/blog/announcements/the-new-world-id-and-the-partners-bringing-proof-of-human-to...
2•spondyl•47m ago•0 comments