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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

The Left Hand of Darkness (1969)

https://en.wikipedia.org/wiki/The_Left_Hand_of_Darkness
1•maxall4•2m ago•0 comments

An Inexpensive Schlieren System

https://petapixel.com/2020/01/18/a-simple-and-inexpensive-schlieren-optical-system-using-a-fresne...
1•Eridanus2•3m ago•0 comments

Prepare your "no" and keep it handy

https://sive.rs/n0
1•Curiositry•8m ago•0 comments

Hosting a website on an 8-bit microcontroller

https://maurycyz.com/projects/mcusite/
2•zdw•9m ago•0 comments

The lasting influence of Netscape Time

https://thehistoryoftheweb.com/the-lasting-influence-of-netscape-time/
1•zdw•12m ago•0 comments

Self-Distillation Enables Continual Learning [PDF]

https://arxiv.org/abs/2601.19897
2•teleforce•16m ago•0 comments

Ask HN: Pre-agentic Google would restrict a search query to only 10 words

1•Eridanus2•18m ago•0 comments

AI Poised to Tilt Job Market Leverage Toward Older Workers

https://www.bloomberg.com/news/articles/2026-05-16/ai-poised-to-tilt-job-market-leverage-toward-o...
3•littlexsparkee•20m ago•1 comments

Open architecture multi-beam EBL for sub-10nm sovereign chip manufacturing

https://github.com/robmorin0-hash/multibeam-ebl-open
1•TheDoctorII•23m ago•0 comments

Braids and Dynamics Frontiers in Theory and Modelling with Scarce Data

https://people.math.wisc.edu/~thiffeault/talks/gordon2022.pdf
1•marysminefnuf•28m ago•0 comments

Tell HN: Mindie.dev is scraping emails from profiles to send spam

2•stackghost•28m ago•0 comments

Quack: A TUI for managing and cancelling active OpenCode sessions

https://github.com/SmolNero/quack
1•edgar_ortega•30m ago•0 comments

The night I dreamed of Archangel Michael

https://mylightstillshines.wordpress.com/2026/04/27/the-time-i-dreamt-of-archangel-michael/
2•jaygirl•36m ago•0 comments

Humans VS AI.IO – Update, New features and turrets

https://humansvsai.io
1•creatorcuffee•39m ago•0 comments

"Deep Generative Modeling": Introductory Examples

https://github.com/jmtomczak/intro_dgm
1•modinfo•40m ago•0 comments

Scalar and Binary Quantization for Pgvector Vector Search and Storage (2024)

https://jkatz05.com/post/postgres/pgvector-scalar-binary-quantization/
1•eigenBasis•44m ago•0 comments

A compact coding agent written in pure C, syscall tools, memory, pi-style TUI

https://github.com/douglascorrea/syscall-agent
2•douglascorrea•46m ago•0 comments

Turnspit Dog

https://en.wikipedia.org/wiki/Turnspit_dog
4•doener•53m ago•0 comments

Chinese University Student Expelled for Improper Contact with a Foreigner (2025)

https://thediplomat.com/2025/09/why-a-chinese-university-expelled-a-student-for-improper-contact-...
2•toilet•57m ago•0 comments

What A.I. Kant Do

https://www.nytimes.com/2026/05/16/opinion/ai-liberal-arts.html
1•doener•58m ago•0 comments

[deleted]

https://www.economist.com/china/2025/07/17/why-a-fling-with-a-foreigner-insults-chinas-national-d...
3•toilet•1h ago•2 comments

Paid HTTP APIs that AI agents auto-pay per-call (x402 and USDC)

https://bshelby88.github.io/x402-portfolio/
2•bshelby88•1h ago•0 comments

Make ZIP files smaller with ZIP Shrinker

https://evanhahn.com/make-zip-files-smaller-with-zip-shrinker/
1•zdw•1h ago•0 comments

FCP – Free Communication Protocol

https://fcp.md/
2•chalyi•1h ago•1 comments

Add –implementation-language flag to Bun

https://github.com/oven-sh/bun/issues/30897
1•quasigloam•1h ago•0 comments

Show HN: Built a verifiable, open-source SoC 2 readiness scanner

https://loxeai.com
1•arjavmehta•1h ago•0 comments

Show HN: I built a free PDF editor to fix Claude's horribly-generated PDFs

https://composer-sepia.vercel.app
2•chaidhat•1h ago•1 comments

Quick, Draw - can a neural network learn to recognize doodling?

https://quickdraw.withgoogle.com/
1•nilsbunger•1h ago•0 comments

Independent dev's physics code stuns PhysicsSE admin

https://physics.stackexchange.com/questions/872398/self-organizing-acceleration-and-stability-in-...
1•spenx•1h ago•2 comments

Fisker went bankrupt and owners built an open source car company from the ashes

https://electrek.co/2026/05/16/fisker-ocean-open-source-ev-story-after-bankruptcy/
32•breve•1h ago•3 comments