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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

My minimal, memory-safe Go rsync steers clear of vulnerabilities

https://michael.stapelberg.ch/posts/2026-05-24-minimal-memory-safe-go-rsync-vulns/
1•secure•3m ago•0 comments

How to Tame AI's Voracious Appetite for Energy

https://nautil.us/how-to-tame-ais-voracious-appetite-for-energy-1281212
1•Brajeshwar•4m ago•0 comments

Your Dotfiles Are Not a Distro

https://abyss.fish/your_dotfiles_are_not_a_distro
1•j3s•4m ago•0 comments

Sparrow

https://sparrowhub.io/
1•tosh•11m ago•0 comments

Miranda's Rescue was paid to save dogs, but is accused of killing them instead

https://kymkemp.com/2026/05/22/paid-to-save-them-accused-of-killing-them-the-investigation-of-mir...
1•ilamont•14m ago•0 comments

The seed oil panic is hurting my cardiac patients

https://www.statnews.com/2026/05/22/seed-oils-healthy-fats-tallow-fact-check-cardiac-health/
6•randycupertino•14m ago•0 comments

AI and the Rise of Just-in-Time Knowledge Work

https://operatingnotes.bearblog.dev/ai-and-the-rise-of-just-in-time-knowledge-work/
1•ninja-z•14m ago•0 comments

Salesforce Touts AI Promise over Reality in SaaSpocalypse Fight

https://www.bloomberg.com/news/articles/2026-05-22/salesforce-touts-ai-promise-over-reality-in-sa...
1•kjhughes•16m ago•0 comments

Rust is a great fit for the agentic era

https://kerkour.com/rust-agentic-coding
1•randomint64•16m ago•1 comments

Running Large-Scale GPU Workloads on Kubernetes with Slurm

https://developer.nvidia.com/blog/running-large-scale-gpu-workloads-on-kubernetes-with-slurm/
1•fprog•16m ago•0 comments

Complexity, Problem Solving, and Sustainable Societies, Joseph A. Tainter (1996)

http://www.harbornet.com/folks/theedrich/hive/Tainter/SocietalCollapse.htm
1•walterbell•16m ago•0 comments

Careers After AI

https://careersafter.ai/
1•oinoom•17m ago•0 comments

Blue Origin completes investigation into New Glenn launch failure

https://spacenews.com/blue-origin-completes-investigation-into-new-glenn-launch-failure/
2•bookmtn•21m ago•0 comments

The HTML-in-Canvas API origin trial

https://developer.chrome.com/blog/html-in-canvas-origin-trial
1•mariuz•22m ago•0 comments

Notes for May 17-24

https://taoofmac.com/space/notes/2026/05/24/1445
1•rcarmo•23m ago•0 comments

From Open Source Software to Open Source Strategy

https://p3institute.substack.com/p/from-open-source-software-to-open
2•mooreds•24m ago•0 comments

Cybersecurity Fundamentals for Water and Wastewater Utilities [pdf]

https://www.waterisac.org/wp-content/uploads/2024/12/WaterISAC_12-Fundamentals_FULL-12-High-Res.pdf
1•mooreds•24m ago•0 comments

The pronoun problem in agent identity

https://souveraineai.com/docs/papers/pronoun-problem/
1•Fimeg•25m ago•0 comments

Craig Newmark on Institutional Maintenance, Giving Away Control and the Internet

https://conversationswithtyler.com/episodes/craig-newmark/
2•mooreds•25m ago•0 comments

There Is No AI (It's Just People), with Jaron Lanier [video]

https://www.youtube.com/watch?v=TTppvBU2rU4
2•andrekandre•27m ago•0 comments

Logitech Combo Touch: Four Years Later

https://taoofmac.com/space/reviews/2026/05/23/2130
1•rcarmo•27m ago•0 comments

Show HN: HtmlUnit 5.0.0 Is Available

https://htmlunit.org/
1•rbri•29m ago•0 comments

I Left the U.S. for Shenzhen, China — Here's How Much It Costs

https://www.youtube.com/watch?v=IuVr8hqWG0o
1•bookofjoe•30m ago•0 comments

Reinforcement Learning, in Pictures and Videos

https://suriya.cc/tech/ML/rl_in_pictures/
1•suriya-ganesh•31m ago•0 comments

DeepSeek to Make Permanent 75% Discount on Flagship AI Model

https://www.bloomberg.com/news/articles/2026-05-23/deepseek-to-make-permanent-75-discount-on-flag...
4•moh_maya•32m ago•0 comments

Russians Are in Despair over Truck-Busting 'Martian' Drones

https://www.forbes.com/sites/davidhambling/2026/05/22/why-russians-are-in-despair-over-truck-bust...
2•u1hcw9nx•33m ago•1 comments

Notetux++ – v1.0.2

https://github.com/notetux-plus-plus/notetux-plus-plus
1•andreacoi•38m ago•0 comments

What's Easy Now? What's Hard Now?

https://brooker.co.za/blog/2026/05/18/whats-easy-whats-hard.html
1•vinhnx•40m ago•0 comments

Laravel Lang packages hijacked to deploy credential-stealing malware

https://www.bleepingcomputer.com/news/security/laravel-lang-packages-hijacked-to-deploy-credentia...
2•Brajeshwar•41m ago•0 comments

Show HN: CPU-only fast OCR for screenshots, images, PDFs, webpages

https://github.com/kouhxp/textsnap
1•mrkn1•42m ago•0 comments