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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

One engine, many tools – Introducing Rubydex

https://railsatscale.com/2026-05-12-one-engine-many-tools/
1•frou_dh•4m ago•0 comments

Fake AI Agent Skill Slipped Past Every Scanner

https://www.csoonline.com/article/4188840/how-a-malicious-ai-agent-skill-passed-security-checks-a...
1•shivamthange•5m ago•0 comments

Thinking about buying a Prusa 3D printer?

https://bambu3design.com/prusa-summer-sale-2026-mk4s-gets-up-to-20-off-core-one-shipping-discount/
1•ehsanamel•5m ago•0 comments

Write Code, Not Specs

https://softwaredoug.com/blog/2026/07/04/write-code-not-specs
1•softwaredoug•5m ago•0 comments

BitTorrent's disastrous, legendary, and controversial story

https://www.theverge.com/tech/959848/bittorrent-story-25-years-piracy
1•blakesterz•8m ago•1 comments

Cultural effects of the Western African Ebola virus epidemic

https://en.wikipedia.org/wiki/Cultural_effects_of_the_Western_African_Ebola_virus_epidemic
1•YeGoblynQueenne•9m ago•0 comments

Show HN: Quick and dirty inter-agent collaboration

https://github.com/ovidiuiliescu/simpleagentchat
1•ovvyblabla•10m ago•0 comments

'clustered index penalty' on all non-clustered indexes

https://use-the-index-luke.com/blog/2014-01/unreasonable-defaults-primary-key-clustering-key
1•tosh•10m ago•0 comments

How the Biosphere 2 experiment changed our understanding of the Earth (2025)

https://www.bbc.com/future/article/20250703-how-the-biosphere-2-experiment-changed-our-understand...
2•taubek•11m ago•0 comments

Ask HN: What are you working on? (July 2026)

1•vinhnx•11m ago•0 comments

Cosmos DB

https://en.wikipedia.org/wiki/Cosmos_DB
1•tosh•16m ago•0 comments

Show HN: Language Learning Roguelike Game

https://language.aitida.com
1•howthisends•20m ago•0 comments

Fable5-world-demo: 3D world built by Claude Fable 5 using Three.js

https://github.com/Braffolk/fable5-world-demo
2•Garbage•22m ago•0 comments

Nearly a Million Investors Lost a Total of $3.8B on Trump Crypto Coin

https://www.nytimes.com/2026/07/04/us/politics/nearly-a-million-investors-lost-a-total-of-3-8-bil...
2•_tk_•22m ago•1 comments

The Purgatory Job Market of 2026

https://www.nytimes.com/2026/07/04/opinion/purgatory-job-market.html
1•littlexsparkee•22m ago•0 comments

Show HN: Mycelium – AI agent plugin guiding you from purpose to market

https://github.com/haabe/mycelium
1•haabe•24m ago•0 comments

Intelligence Agencies, a Fight over Building a Master List of Spies

https://www.nytimes.com/2026/06/29/us/trump-intelligence-agencies-spies-master-list.html
1•JumpCrisscross•30m ago•0 comments

Division Polynomials of Elliptic Curves in Python

https://leetarxiv.substack.com/p/division-polynomials-of-elliptic
1•thunderbong•31m ago•0 comments

AI-powered mass emails are warping local politics

https://www.msn.com/en-us/news/technology/ai-powered-mass-emails-are-warping-local-energy-climate...
3•rwmj•33m ago•0 comments

AI search could kill the web without new quality signals and revenue models

https://theguptalog.blogspot.com/2026/07/ai-search-could-kill-web-without-new.html
1•bhartipoddar•37m ago•0 comments

The Graduate-School Dropout Toppling a Country's Academic Stars

https://www.wsj.com/science/the-graduate-school-dropout-toppling-chinas-academic-stars-3c1e5d86
2•ilamont•37m ago•1 comments

Hyperia 0.15.20 released: Terminals for Agents and Humans

https://github.com/DeepBlueDynamics/hyperia/releases
1•kordlessagain•38m ago•1 comments

More than 425,000 children in ICE immigration courts are representing themselves

https://www.independent.co.uk/news/world/americas/us-politics/ice-immigration-court-children-lawy...
2•dataflow•39m ago•0 comments

Flexible Metaprogramming with Rhombus

https://lwn.net/Articles/1079001/
8•leephillips•40m ago•0 comments

AI code reviewer with senior-level judgment and strict rubric

https://github.com/aisona-lab/lazycoder
1•aisonalab•40m ago•0 comments

How to Read Postgres Explain: A Guide to Scan Types

https://www.crunchydata.com/blog/postgres-scan-types-in-explain-plans
1•winslett•42m ago•0 comments

The cancer Alzheimer's disease paradox

https://www.nature.com/articles/s41514-026-00442-1
3•bookofjoe•45m ago•0 comments

The Dark Forest Applied to AI

https://github.com/thansz137/asiyah-protocol/blob/main/essays/dark_forest_of_minds.md
2•thansz•46m ago•0 comments

Chamath is an AI consultant now

https://www.aienablementinsider.com/p/chamath-8090-labs-consultant
2•dylancollins•48m ago•0 comments

Return of RSS Feeds

2•rbc•50m ago•0 comments