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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

Come Back and Back AI

https://comebackandback.com/
1•HAXU4•2m ago•0 comments

QCurve – An offline Android music player with a custom C++ DSP engine

https://play.google.com/store/apps/details?id=com.qcurve.player&hl=en_US
1•codewillex•3m ago•0 comments

United Starlink Tracker

http://starlinktracker.united.com/
1•craigkerstiens•3m ago•0 comments

The Quiet Part – a lesson on AI and jobs, built and narrated by AI

https://thequietpart.ai/?src=hn
1•BlueOctave•4m ago•0 comments

Deep Learning Alchemy – Stanford CS 312

https://deep-learning-alchemy.github.io/
1•simonpure•4m ago•0 comments

Agentic CI/CD with Azure Cosmos DB: Isolated Envs for a Swarm of AI Agents

https://devblogs.microsoft.com/cosmosdb/agentic-ci-cd-with-azure-cosmos-db-isolated-environments-...
1•jaydestro•9m ago•0 comments

Design Is Not the Moat for Hypersonics

https://foxandlion.pub/analysis/design-is-not-the-moat-for-hypersonics
4•fascinnn•9m ago•1 comments

Epileptic woman dies after going to ChatGPT for medical advice

https://www.abc10.com/article/news/nation-world/epileptic-woman-dies-chatgpt-medical-advice-famil...
1•BrokenCogs•10m ago•0 comments

OpenAI API Credits of 100/200/500 on Pro Plans

https://help.openai.com/en/articles/20001626-api-credits-benefit-for-eligible-chatgpt-subscriptio...
1•super_linear•11m ago•0 comments

Admin

https://admin.google.com/ac/accountchooser?continue=https://admin.google.com/ac/home?hl%3Den%26ra...
1•liamhtdjyrd•12m ago•0 comments

Declaring a National Emergency to Secure the United States Bulk-Power System

https://www.whitehouse.gov/presidential-actions/2026/08/declaring-a-national-emergency-to-secure-...
1•freakynit•19m ago•1 comments

Designing a SIMD Algorithm from Scratch (2023)

https://mcyoung.xyz/2023/11/27/simd-base64/
1•davikr•22m ago•1 comments

How Big Is a Billion Dollars?

https://www.realworth.io/how-big-is-a-billion-dollars
1•gmays•27m ago•0 comments

I built a Chrome extension that shows you a web page the way AI crawlers see it

https://lumi-geo.pages.dev/
2•GoarDev•28m ago•0 comments

Continuous Engineering: Automating almost everything, but what do humans do?

https://fleetbridge.run/continuous-engineering
1•rayh•29m ago•0 comments

Intranasal Administration of Mebufotenin for Treatment-Resistant Depression

https://jamanetwork.com/journals/jama/article-abstract/2855796
1•gone35•29m ago•0 comments

Show HN: Vibegif – 750 GIFs and animated WebP made by Opus 5.5 (public domain)

https://vibegif.direct-img.link/
1•planetrenox•31m ago•0 comments

Show HN: Turn the prompts you keep retyping into slash commands

https://github.com/kishormorol/cli-faq-shortcuts
2•kishoremorol•35m ago•2 comments

EU tells countries to make plans to cope with 3C of global warming

https://www.ft.com/content/9640cae1-98bb-4509-adb1-729ca6a5f2a8
4•alephnerd•36m ago•0 comments

HLock: Harness Portability for Agent Configs

https://docs.hlock.ai/
1•handfuloflight•46m ago•0 comments

The Beleaguered Chip Sellers Getting Their Revenge on Apple

https://www.wsj.com/tech/apple-iphone-memory-chips-ai-c0084cc9
3•mudil•46m ago•0 comments

Tangled.org ongoing outage (>= 7 hours) due to AT protocol

https://status.tangled.org
2•paaloeye•46m ago•3 comments

The Fastest (long) ilog10 in the West

https://duplexsystem.org/blog/the-fastest-ilog10-in-the-west/
3•titaniumtown•46m ago•1 comments

A historical timeline of Show HN

https://www.worldintimelines.com/t/hacker-news-show-hn
1•thedreammachine•46m ago•0 comments

3pm – A private desktop calendar for people living with a mental disorder

https://3pm.ninja/
1•adamhott•49m ago•0 comments

A zero-dependency auditor for AI agent exposure (secrets, SSH, configs)

https://ai-agent-antivirus.space/
4•JohnMci•51m ago•1 comments

The campaign to push the Northstar browser into Linux distributions

https://lwn.net/SubscriberLink/1102738/e124c97f934a717e/
3•12_throw_away•51m ago•0 comments

Show HN: A Prolog-powered reverse WAF logic perimeter with SIMD acceleration

https://prologwaf.site/
1•lokinpendawa•54m ago•0 comments

Major Updates to Cloudflare Observability

https://blog.cloudflare.com/one-observability-platform/
2•thatslast•57m ago•0 comments

Latency, energy and memory of π0.5, GR00T, SmolVLA and more on Jetson boards)

https://ixian.zetic.ai/models/compare
2•kimys1324•58m ago•0 comments