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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

Show HN: Highlander – realtime MiniMax FastH3 with audio at $0.02 per second

https://www.highlander.sh/
1•darrow8•1m ago•0 comments

HeyHey

https://heyhey.consti.de
1•con•3m ago•0 comments

What GLM-5.3 Flash running on Chinese hardware means

https://martinalderson.com/posts/glm-5-3-flash-chinese-hardware/
1•birdculture•4m ago•0 comments

Contronym

https://en.wikipedia.org/wiki/Contronym
2•chistev•7m ago•0 comments

Ask HN: What is the next Burning Man in NA?

1•johnnyApplePRNG•7m ago•0 comments

Leica Freedom Train

https://en.wikipedia.org/wiki/Leica_Freedom_Train
2•jacquesm•14m ago•0 comments

Show HN: I tracked 55k free proxies for a week – 1.6% were alive

https://github.com/proxmint/free-proxy-list
1•satineeee•15m ago•0 comments

You Don't Need Blackwells for Realtime Video Generation

https://darrow8.substack.com/p/you-dont-need-blackwells-for-realtime
1•darrow8•17m ago•0 comments

Russian strikes destroy 12M books ahead of Ukraine's first week back at school

https://www.bbc.com/news/articles/cly5v8qmy64o
3•robrain•17m ago•0 comments

AI Lending in Production: Credit Risk,Compliance and Control

https://geekyants.com/blog/building-ai-lending-products-for-production-credit-risk-compliance-and...
1•ahana_537•18m ago•0 comments

SimMR – Sim racing Passthrough with Apple Vision Pro [video]

https://www.youtube.com/watch?v=vwGTDZxNx5w
1•Fr0styMatt88•18m ago•0 comments

Show HN: VajraClaw – Deterministic <1µs execution guardrail for AI agents

https://github.com/Top-Celestial-Company-Ltd/DROS-VajraClaw-Hacker
1•dros_jimmy•21m ago•0 comments

AI, ex-Soviet engineers, and the Holy Grail of rocketry

https://www.fastcompany.com/91563020/aspire-rocket-design-spacex
1•rbanffy•25m ago•0 comments

Libertix installs Linux with 3 mouse clicks for Windows users

https://ekimia.fr/libertix/
1•freechelmi•26m ago•0 comments

Lambs grazing under an Oregon solar farm put on the same weight to the gram

https://spacedaily.com/b-lambs-grazing-under-an-oregon-solar-farm-had-38-percent-less-grass-in-fr...
2•ColinWright•27m ago•0 comments

Early 2000s were peak of humanity

https://lukaszkups.net/notes/early-2000s-were-peak-of-humanity/
5•lukaszkups•28m ago•1 comments

State of the Map 2026: OpenStreetMap conference

https://povesham.wordpress.com/2026/08/30/state-of-the-map-2026-openstreetmap-conference/
1•altilunium•32m ago•0 comments

Email Reactions

https://developers.google.com/workspace/gmail/reactions/format
2•totetsu•33m ago•0 comments

Ask HN: What to do when a vendor doesn't respond to security issues?

2•cudder•34m ago•0 comments

Some Simple Economics of AGI

https://arxiv.org/abs/2602.20946
1•o4c•36m ago•0 comments

Developing iOS Shortcuts and Apps

https://mythofechelon.co.uk/blog/2026/08/17/developing-ios-shortcuts-and-apps
1•tentacleuno•38m ago•0 comments

Show HN: A Pi extension to monitor your quota for OpenCode GO et CommandCode

https://github.com/Anhydrite/pi-quota-monitoring
1•anhydrite•39m ago•0 comments

The Naked Truth (2021)

https://pudding.cool/2021/03/foundation-names/
2•Tomte•40m ago•0 comments

Stolpersteine

https://www.stolpersteine.eu/en/the-art-memorial/stolpersteine
2•Tomte•40m ago•0 comments

Ghps: A Minimal GitHub Pages Simulator for Local Development

https://pypi.org/project/ghps/
1•rankorn•40m ago•0 comments

Running Modern LLMs on a 2GB GPU

https://medium.com/@therealcomtom/running-modern-llms-on-a-2gb-gpu-517512813bb0
3•comtom•41m ago•0 comments

Fully Automated Luxury Communism(2015)

https://www.theguardian.com/sustainable-business/2015/mar/18/fully-automated-luxury-communism-rob...
3•o4c•41m ago•0 comments

Show HN: Catch AI code hallucinations without asking a model

https://github.com/lovettsendit/hedgemony
1•lovettsendit•43m ago•0 comments

Connect Your AI Agent to a Remote MCP Server

https://quickchat.ai/post/connect-ai-agent-to-mcp-server
1•piotrgrudzien•43m ago•0 comments

Deployah, Spec-to-Release for Kubernetes

https://deployah.dev/
2•gopherly•44m ago•0 comments