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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

Wacz-exhibitor – Proxy and wrapper for safely embedding Web Archives

https://github.com/harvard-lil/wacz-exhibitor
1•goodburb•14s ago•0 comments

GPT Image 2 – AI-Powered Image Generation Tool

https://gptimg2ai.net
1•danielmateo773•3m ago•0 comments

Valgrind-3.27.0 Is Available

https://sourceforge.net/p/valgrind/mailman/message/59324626/
1•paulf38•6m ago•0 comments

Crystal Now Has Official Linux ARM64 Builds

https://crystal-lang.org/2026/04/07/official-linux-arm64-builds/
2•TheWiggles•9m ago•0 comments

The AI revolution – spamming 680PRs in 442 GitHub repos in 21 days in April

https://github.com/SAY-5
1•ddorian43•10m ago•1 comments

The first neural interface that transforms your thoughts into text

https://sabi.com/
1•filippofinke•15m ago•0 comments

Indent Is All You Need

https://blog.est.im/2026/stdin-11
1•est•18m ago•0 comments

The arrogant superbanker whose hubris brought Britain to its knees

https://inews.co.uk/opinion/arrogant-superbanker-hubris-brought-britain-knees-4331457
1•robtherobber•20m ago•0 comments

Making the Rails Default Job Queue Fiber-Based

https://paolino.me/solid-queue-doesnt-need-a-thread-per-job/
1•earcar•20m ago•0 comments

The Dirty Little Secret of AI (On a 1979 PDP-11) [video]

https://www.youtube.com/watch?v=OUE3FSIk46g
1•KnuthIsGod•26m ago•0 comments

HappyHorse AI – AI-Powered Equestrian Training

https://www.runhappyhorse.net
1•danielmateo773•27m ago•1 comments

Master of chaos wins $3M math prize for 'blowing up' equations

https://www.scientificamerican.com/article/master-of-chaos-wins-usd3m-math-prize-for-blowing-up-e...
1•signa11•27m ago•0 comments

Why the Original Task Manager Was Under 80K and Insanely Fast [video]

https://www.youtube.com/watch?v=OyN4LGyPwxc
2•KnuthIsGod•27m ago•0 comments

Influencers Are Spinning Nicotine as a 'Natural' Health Hack

https://www.nytimes.com/2026/04/20/well/nicotine-health-maha.html
2•SockThief•27m ago•2 comments

Details that make interfaces feel better

https://jakub.kr/writing/details-that-make-interfaces-feel-better
1•dg-ac•28m ago•0 comments

Watch a 200 Pound, 14" Drive from the 80s Boot Unix [video]

https://www.youtube.com/watch?v=kpC_9EmStAE
1•KnuthIsGod•28m ago•0 comments

My billing system, it could be useful to some

https://github.com/peterretief/billing-v2
2•peter_retief•30m ago•1 comments

ConvertHook – White-label widget that shows where brands rank in ChatGPT

https://converthook.com
1•joefromcomkey•32m ago•0 comments

Palantir manifesto reads like the ramblings of a comic book villain

https://www.engadget.com/big-tech/palantir-posted-a-manifesto-that-reads-like-the-ramblings-of-a-...
1•robtherobber•32m ago•0 comments

SUSE and Nvidia reveal a turnkey AI factory for sovereign enterprise workloads

https://thenewstack.io/suse-nvidia-ai-factory/
1•CrankyBear•33m ago•0 comments

Curlew conservation scheme makes breakthrough in Fermanagh

https://www.rte.ie/news/ireland/2026/0421/1569263-curlew-conservation/
1•austinallegro•33m ago•0 comments

Modern Front end Complexity: essential or accidental?

https://binaryigor.com/modern-frontend-complexity.html
1•birdculture•35m ago•0 comments

Show HN: WeTransfer Alternative for Developers

https://dlvr.sh/
3•mariusbolik•41m ago•0 comments

Keeping code quality high with AI agents

https://locastic.com/blog/keeping-code-quality-high-with-ai-agents
1•locastica•43m ago•0 comments

The MACL Extended Attribute

https://eclecticlight.co/2026/04/21/the-macl-extended-attribute/
1•frizlab•45m ago•0 comments

Mother Earth Mother Board

https://efdn.notion.site/Mother-Earth-Mother-Board-WIRED-a8ff97e460bc4ac1b4a7b87f3503a55c
1•thunderbong•46m ago•0 comments

US recession probabilities implied by the yield curve

https://www.stlouisfed.org/on-the-economy/2023/sep/what-probability-recession-message-yield-spreads
1•latentframe•51m ago•1 comments

Show HN: AnyHabit – A minimalist habit tracker for Raspberry Pi and Docker

https://github.com/Sparths/AnyHabit
1•bebedi•54m ago•0 comments

Highlights from Git 2.54

https://github.blog/open-source/git/highlights-from-git-2-54/
1•tux3•56m ago•0 comments

Enhancing Sporting Organisation Efficiency with Generative AI

https://sinankprn.com/posts/enhancing-sporting-organisation-efficiency-with-generative-ai/
1•sminchev•57m ago•0 comments