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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 Other Way AI Impairs Our Thinking

https://www.theatlantic.com/ideas/2026/09/ai-apocalypse-despair-focus/688689/
1•fortran77•2m ago•0 comments

Uber ordered to pay $40M over death of woman left on Southern California freeway

https://ktla.com/news/california/uber-driver-abandoned-rider-freeway/
1•hentrep•2m ago•0 comments

Unit Tests: Protecting Your Code from Being Poorly Handled by Others

https://yosefk.com/blog/unit-tests-mark-territory-more-than-squash-bugs.html
1•birdculture•8m ago•0 comments

Analysis busts myths of Roman road network, offers insight into ancient world

https://www.cnn.com/2026/09/18/science/roman-roads-network-analysis
1•1659447091•10m ago•0 comments

U.S. Has Reached Security Deal on Greenland

https://www.nytimes.com/2026/09/18/us/politics/trump-greenland.html
1•shadowtree•10m ago•0 comments

US gov website used AI search tool from China that FBI said copied Anthropic

https://www.reuters.com/legal/litigation/us-government-website-used-ai-search-tool-china-that-fbi...
2•embedding-shape•11m ago•0 comments

Sony's First Computer

https://hackaday.com/2026/09/18/sonys-first-computer/
1•sohkamyung•12m ago•0 comments

Trump says US and Denmark have reached new security agreement in Greenland

https://www.politico.com/news/2026/09/18/trump-denmark-greenland-new-security-agreement-01084764
4•lando2319•15m ago•0 comments

Compsci grads facing recession-like job prospects thanks to AI

https://www.theregister.com/ai-and-ml/2026/09/18/compsci-grads-facing-recession-like-job-prospect...
1•pseudolus•18m ago•0 comments

Show HN: Agentgit – a Git host for AI agents, no account, no token, no key

https://agentgit.co/
3•uptownhr•18m ago•3 comments

Show HN: Inkvec, Pareto frontier in-browser vectorizer (Open Source)

https://github.com/logolabs/inkvec
1•stefatorus•20m ago•3 comments

Xiaomi MiMo-v2.6 Breaks Cover: A 1T-Class Chinese Lab Trains in Public

https://forkast.news/xiaomi-mimo-v2-6-breaks-cover-a-1t-class-chinese-lab-trains-in-public/
1•frozenseven•20m ago•0 comments

Show HN: CRT – a local code review tool for agentic development

https://github.com/imron/crt
1•imron•23m ago•0 comments

How Google is drafting AI chatbot laws around the country

https://www.npr.org/2026/09/18/nx-s1-5968878/ai-chatbots-safety-regulation-google
2•healsdata•25m ago•0 comments

macOS Golden Gate – What's New (Roundup)

https://www.macrumors.com/roundup/macos-27/
1•rdslw•25m ago•0 comments

Faster JSON parsing with SVE2 on ARM processors

https://lemire.me/blog/2026/09/18/faster-json-parsing-with-sve2-on-arm-processors/
1•ibobev•27m ago•0 comments

(sixteenth RacketCon) tickets on sale now

https://www.eventbrite.com/e/racketcon-2026-tickets-1997181002140
1•spdegabrielle•28m ago•3 comments

Enhance Page Elements with Custom Glow Effects and Masks

https://blog.master.dev/custom-glow-rings-inside-of-elements/
1•ibobev•28m ago•0 comments

Realtime Raytracing in Bevy 0.20 (Solari)

https://jms55.github.io/posts/2026-09-18-solari-bevy-0-20/
1•ibobev•29m ago•0 comments

How OpenAI Used Its Own LLMs to Design Its Jalapeño Chip

https://spectrum.ieee.org/llms-for-chip-design
10•maxall4•29m ago•5 comments

Brown bullhead catfish melanoma represents a novel transmissible cancer

https://www.nature.com/articles/s41586-026-10828-6
1•AFF87•29m ago•0 comments

OpenAI expects to burn through almost $280B by 2030, FT reports

https://www.reuters.com/technology/openai-expects-burn-through-almost-280-billion-by-2030-ft-repo...
3•vertigoruntime•33m ago•0 comments

In the Age of AI, Some in China Wonder If Learning English Is Worth the Trouble

https://www.nytimes.com/2026/09/16/world/asia/china-english-language-education.html
2•bookofjoe•34m ago•2 comments

A related skill that is recommended as a CS student

1•jassembk•39m ago•2 comments

How Randomness Builds the Universe: A Cosmic Puzzle (2025)

https://medium.com/@kosmologi.indonesia/how-randomness-builds-the-universe-a-cosmic-puzzle-74905c...
1•1659447091•42m ago•0 comments

Integrate Architecture with Topography: Strategies to Build on Hills and Slopes

https://www.archdaily.com/1136327/integrating-architecture-with-topography-strategies-for-buildin...
1•bryanrasmussen•42m ago•0 comments

Parallel vector graphics rasterization on CPU

https://gasiulis.name/parallel-rasterization-on-cpu/
3•coffeeaddict1•46m ago•0 comments

Recursively Scaling Auto-Research Loops for Efficient Agent Harness

https://academy.dair.ai/papers/sol-pi-recursively-scaling-auto-research-loops-for-efficient-agent...
1•omarsar•52m ago•0 comments

A Stop Sign for $1k

https://maxmautner.com/2026/09/17/stop-sign.html
2•mslate•56m ago•0 comments

US troop deaths during Iran war exceed Pentagon count by at least four

https://www.reuters.com/world/middle-east/us-troop-deaths-iran-war-exceed-pentagon-count-by-least...
88•wslh•58m ago•40 comments