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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•12mo ago

Comments

anuragdt•12mo 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•12mo 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•12mo 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

Claude Code Leak: 8100 Takedown Requests and the Birth of Claw-Code

https://www.heise.de/en/news/Claude-Code-Leak-8100-Takedown-Requests-and-the-Birth-of-Claw-Code-1...
1•smartmic•2m ago•0 comments

Professor's bold prediction: AI could help cure all diseases within a decade

https://excitech.media/p/professors-bold-prediction-ai-could
1•sminchev•4m ago•0 comments

One Interface for Everything

https://letsbuildsomething.substack.com/p/one-interface-for-everything
1•iancutzul•5m ago•0 comments

Only Law Can Prevent Extinction

https://www.lesswrong.com/posts/5CfBDiQNg9upfipWk/only-law-can-prevent-extinction
1•lumenwrites•5m ago•0 comments

New portable technology detects GPS spoofing in real time

https://www.ornl.gov/news/ornls-breakthrough-detector-protects-trucking-shipments-gps-deception
1•geox•6m ago•0 comments

My favorite adversarial review prompt

https://blog.fsck.com/2026/05/01/adversarial-review/
1•tie-in•6m ago•0 comments

Steam Controller

https://store.steampowered.com/hardware/steamcontroller
1•cl3misch•9m ago•0 comments

Show HN: Tyche: An experimental distributed trading pipeline in Go Java

https://github.com/ItsArnavSh/Tyche
2•itsarnavsh•10m ago•0 comments

QUIC packet rejection in practice – Iroh

https://www.iroh.computer/blog/quic-packet-rejection-in-practice
1•janandonly•16m ago•1 comments

University Professors Disturbed to Find Their Lectures Chopped Up into AI Slop

https://www.404media.co/asu-atomic-ai-modules-arizona-state-university/
3•abdelhousni•20m ago•1 comments

ASU Using AI Tool to Create Courses from Professors' Work Without Their

https://azfreenews.com/2026/05/asu-using-ai-tool-to-create-courses-from-professors-work-without-t...
5•abdelhousni•21m ago•0 comments

ChatGPT crashed my browser when I continued 1k+ conversations

1•Sharedmemory•21m ago•1 comments

Punk, or why I don't stream anymore

https://geohot.github.io//blog/jekyll/update/2026/05/03/punk-or-why-i-dont-stream.html
2•mefengl•22m ago•1 comments

Make Your Own Microforest

https://ambrook.com/offrange/environment/a-forest-in-your-pocket
2•bookofjoe•23m ago•0 comments

Former Nintendo Executive Says Amazon Once Requested 'Illegal' Price Discounts

https://kotaku.com/reggie-fils-aime-says-nintendo-stopped-selling-to-amazon-after-being-asked-to-...
3•m463•25m ago•0 comments

Simulating Cells Fighting to the Death

https://jamiesimon.io/blog/cell-fight/
2•jamie-simon•30m ago•0 comments

Flock repeatedly flags 76-year old Grandmother for arrest, erroring zero for "O"

https://guessingheadlights.com/colorado-grandma-keeps-getting-pulled-over-because-police-cameras-...
5•chasil•31m ago•0 comments

Neanderthal DNA Implicated in Autism Susceptibility

https://communities.springernature.com/posts/neanderthal-dna-implicated-in-autism-susceptibility
1•janandonly•32m ago•1 comments

Show HN: Decentralized compute network. CLI-first

https://github.com/profullstack/c0mpute
1•buffer_overlord•33m ago•0 comments

HealthFormer: Transformers for irregular electronic health record events [pdf]

https://www.medrxiv.org/content/10.64898/2026.03.25.26349262v1.full.pdf
1•brandonb•33m ago•0 comments

Show HN: I modeled Peru's 1993 Constitution as a Git history

https://github.com/Duvet05/Constitucion-Politica-del-Peru
1•Duvet05•34m ago•0 comments

The Paradox of Medical AI Implementation

https://erictopol.substack.com/p/the-paradox-of-medical-ai-implementation
1•brandonb•38m ago•0 comments

People who are blind from birth never develop schizophrenia

https://theconversation.com/people-who-are-blind-from-birth-never-develop-schizophrenia-what-this...
6•debo_•39m ago•4 comments

Moving from Node to Bun spikes container CPU and memory usage until it crashes

https://github.com/oven-sh/bun/issues/17723
1•emigre•39m ago•0 comments

I vibecoded a game, its making money, heres what I learned

https://gunguesser.com
2•saladvr•39m ago•2 comments

Show HN: A public web artwork made by its visitors

https://fluidart.dev/
1•denieler•40m ago•0 comments

Italy's 'Cheese Bank' where Parmigiano becomes financial gold

https://www.cnn.com/2026/05/02/food/italy-cheese-bank-parmigiano-reggiano-intl
1•Tomte•40m ago•0 comments

We Need to Rewild the Internet

https://www.noemamag.com/we-need-to-rewild-the-internet/
1•josh-sematic•41m ago•0 comments

Using IDEs as a Harness for Thinking and Writing

https://ravivyas.com/2026/05/03/ide-as-thinking-harness/
2•ravivyas•44m ago•1 comments

With developer verification, Google's Apple envy threatens open legacy

https://arstechnica.com/gadgets/2026/03/with-developer-verification-googles-apple-envy-threatens-...
1•abdelhousni•46m ago•0 comments