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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

Watch AI materials-science and bioscience abilities closely

https://www.lesswrong.com/posts/SCtkSz4nQ9icLZ4uq/watch-ai-materials-science-and-bioscience-abili...
1•joozio•2m ago•0 comments

Artificial Phenomenology and Machine Consciousness

https://leoferres.blog/artificial-phenomenology/
1•leoferres•2m ago•0 comments

Breakfast is served autonomously now

https://www.cheffy.ai/
1•soltanov•6m ago•1 comments

How Much Has Trump Made from Crypto? ($1.4B from 2025 Federal Disclosure)

https://www.thepricer.org/how-much-has-trump-made-from-crypto/
2•cinderelacinder•6m ago•0 comments

D-Matrix Joins the Nvidia NVLink Fusion Platform – ServeTheHome

https://www.servethehome.com/d-matrix-joins-the-nvidia-nvlink-fusion-platform/
1•rbanffy•9m ago•0 comments

Code for the People – The human story of the open web

https://codeforthepeople.com/
1•the-mitr•11m ago•0 comments

Nexus – Automating Lead Qualification via AI and Social Extraction

https://nexus-hit.netlify.app
1•HarroGoerndt•13m ago•0 comments

Ask HN: How much correlation should a privacy system preserve?

1•Securelytixdev•16m ago•0 comments

GreenNeural – Real‑time carbon intensity for cloud regions (AWS, Azure, GCP)

https://greenneural.up.railway.app/
1•Joshblvck•20m ago•0 comments

Who Aligns the Aligners?

https://prestonbyrne.com/2026/09/13/aligners/
2•timr•21m ago•0 comments

Doctor Doom Shows Up to Support Seattle's Surveillance Network

https://gizmodo.com/doctor-doom-shows-up-to-support-seattles-surveillance-network-2000809919
1•rdmuser•23m ago•0 comments

Mary Beard: 'There is a deeply far-right appropriation of the classics'

https://english.elpais.com/culture/2026-07-05/mary-beard-historian-there-is-a-deeply-far-right-ap...
2•robtherobber•29m ago•0 comments

Hello, how you guys doing

3•vanshsoni0027•29m ago•2 comments

Israel accused of eliminating living conditions for Palestinians in West Bank

https://www.theguardian.com/world/ng-interactive/2026/sep/14/israel-palestinian-living-conditions...
7•hebelehubele•30m ago•1 comments

A lesson in lighting through blade runner

https://nofilmschool.com/2013/07/a-lesson-in-lighting-through-blade-runner
1•srean•31m ago•0 comments

Free Polymarket whale tracker (client-side, $0 to run)

https://polymarket-whale-cockpit.pages.dev/
1•RedFoxxie•33m ago•0 comments

Big AI sets out its terms for regulatory capture

https://www.theregister.com/ai-and-ml/2026/09/14/big-ai-sets-out-its-terms-for-regulatory-capture...
3•joebuckwilliams•34m ago•0 comments

We tasted and ranked 17 different Mango varieties to find the best one

https://aakritwrites.com/best-mango-variety/
1•aakritpatel•34m ago•0 comments

What is an agent harness really?

https://tej.as/blog/what-is-an-agent-harness
1•tejaskumar_•36m ago•0 comments

The Index Structures of Fast C++ Hash Maps

https://martin.ankerl.com/2026/09/09/hash-map-index-structures/
1•wscott•36m ago•0 comments

How Is Compression Prediction?

https://lukefleed.xyz/posts/compression/
5•aziis98•40m ago•0 comments

The "Nonexistent" Research on AI's Benefits for Education

https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/09/14/nonexisten...
1•furcyd•50m ago•0 comments

Pragtical 3.12 Adds an Opt-In SDL GPU Back End to a 50MB Code Editor

https://news.lavx.hu/article/pragtical-3-12-adds-an-opt-in-sdl-gpu-backend-to-a-50mb-code-editor
1•rd07•51m ago•0 comments

Show HN: Busy Door

https://joaquimrocha.com/busy-pixoo/
1•kimr•51m ago•0 comments

The Whitest Page on the Internet

https://hakluke.com/white
1•federico3i•52m ago•0 comments

Companies are making education policy

https://www.thehomescreen.org/p/companies-are-making-education-policy
1•flail•52m ago•1 comments

An Archive of Colour Gradients

https://phillips.shef.ac.uk/pub/cpt-city/
2•ashitlerferad•54m ago•0 comments

Are They Using AI?

https://aretheyusingai.vercel.app
1•blurayfin•58m ago•0 comments

Show HN: ChaosTree – A zero-dependency Java tree library (AVL,RBT,B-Tree,B+Tree)

https://github.com/Chaos-vy/ChaosTree
2•chaos_vy•59m ago•2 comments

CUDA Tile (cuTile) first working port in Java

https://github.com/beehive-lab/TornadoVM/pull/1083
1•birdculture•1h ago•0 comments