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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

Perplexity has joined the Rust Foundation

https://twitter.com/perplexitydevs/status/2098125558295191958
1•pranshuchittora•1m ago•0 comments

Patients Are Flying to China for the Latest Cancer Treatment

https://www.wsj.com/health/healthcare/patients-are-flying-to-china-for-the-latest-cancer-treatmen...
1•bookofjoe•1m ago•1 comments

Matt Mullenweg Returns as CEO of Automattic

https://twitter.com/4thhubbard/status/2098489405874823179
2•taubek•2m ago•0 comments

JetKVM Mini

https://jetkvm.com/blog/introducing-jetkvm-mini
1•thinkafterbef•4m ago•0 comments

Show HN: ProveTogether Moltbook but for Math

https://provetogether.ai/
1•fcesco•4m ago•0 comments

Ask HN: Software people, where are you taking your careers next?

3•cedws•8m ago•1 comments

Trustworthy Human-AI Collab in a Live Type-Theoretic Computational Commons

https://www.janestreet.com/tech-talks/trustworthy-human-ai-collaboration-in-a-live-type-theoretic...
1•matt_d•9m ago•0 comments

LLMjacking: AI Model Hijacking Reaches Black Market Scale

https://labs.cloudsecurityalliance.org/research/csa-research-note-llmjacking-black-market-ai-mode...
1•mooreds•10m ago•0 comments

Computing Against the Odds: Processor Architectures for Batteryless Devices [video]

https://www.youtube.com/watch?v=YBzn_t2aoxM
1•matt_d•12m ago•0 comments

How to Pace the US Frontier

https://blog.aifutures.org/p/how-to-pace-the-us-frontier
1•merksittich•12m ago•0 comments

Reasoning Through Agentic Memory

https://handsdiff.substack.com/p/reasoning-through-agentic-memory
1•rajeevn•13m ago•0 comments

Ask HN: What Is Your P(doom)?

2•consumer451•17m ago•1 comments

Mistakes, mistrust and misdirection: 25 years after 9/11, its legacy unfolds

https://www.theguardian.com/us-news/ng-interactive/2026/sep/11/september-11-dark-legacy
3•robaato•18m ago•0 comments

Megolm Key Confusion Vulnerability

https://lotte.chir.rs/ly/l/megolm-key-confusion/
1•some_furry•18m ago•0 comments

AI children's books, body horror edition

https://blog.coredump.cx/p/ai-childrens-books-body-horror-edition
3•vova_hn2•19m ago•0 comments

Show HN: LeagueOfLegends Voice Assistant and Context

https://github.com/sorena-ai/LeagueAiCoach
1•danielbedrood•20m ago•0 comments

Show HN: Stroq – block commands injected through MCP tool output

https://stroq.dev/
1•Agybay•20m ago•0 comments

Kosciusko County Council Defunds Flock Cameras, Other Surveillance Tech

https://www.inkfreenews.com/2026/09/11/kosciusko-county-council-defunds-flock-cameras-other-surve...
1•pavel_lishin•20m ago•0 comments

Every binding AI review Washington has proposed has come back voluntary

https://thenextweb.com/news/every-binding-ai-review-washington-has-proposed-has-come-back-volunta...
1•gmays•21m ago•0 comments

Why is the x86 undefined instruction called ud2? Why 2?

https://devblogs.microsoft.com/oldnewthing/20260910-00/?p=112689
2•ingve•22m ago•0 comments

The State of AI Antibody Design

https://www.science.org/content/blog-post/state-ai-antibody-design
2•EA-3167•23m ago•0 comments

The Netherlands, Spain push for EU-wide minimum age on social media

https://www.euronews.com/my-europe/2026/09/11/the-netherlands-spain-push-for-eu-wide-minimum-age-...
8•devonnull•23m ago•0 comments

Is open-weight AI banned yet?

https://isopenweightaibannedyet.com/
2•marksully•24m ago•0 comments

2 people arrested after Waymo alerted San Francisco police about loaded rifle

https://www.sfgate.com/bayarea/article/waymo-arrest-rifle-sfpd-22427672.php
5•mikhael•25m ago•1 comments

NAZA a Devastating Exposé of Israeli Genocidal Policy in Gaza

https://variety.com/2026/film/news/naza-review-1236857356/
17•slowin•27m ago•1 comments

A Brief Retrospective on the Sprite Network Operating System

https://github.com/OSPreservProject/sprite/blob/master/sprite.txt
1•EvanAnderson•37m ago•0 comments

How I manage my agents

https://arslan.io/2026/09/11/how-i-manage-my-agents/
1•ingve•37m ago•0 comments

AltStore Classic 2.3rc: Get Onboard Remote AltServer

https://www.patreon.com/rileyshane/posts/altstore-classic-169262530
1•pzmarzly•37m ago•0 comments

I lost track of what my agents were doing, So I gave them a shared notebook

https://tskulbru.dev/posts/beads-local-shadow-for-agent-work/
3•tskulbru•38m ago•0 comments

How LLMs work, with interactive simulations

https://fazamhd.com/mental-models/llm/
1•faza•39m ago•0 comments