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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Dice-Sørensen Coefficient

https://en.wikipedia.org/wiki/Dice-S%C3%B8rensen_coefficient
1•tosh•1m ago•0 comments

The Future of Everything Is Lies, I Guess: Where Do We Go from Here?

https://aphyr.com/posts/420-the-future-of-everything-is-lies-i-guess-where-do-we-go-from-here
1•aphyr•2m ago•0 comments

Collected some Jujutsu Shenanigans moveset codes (easy to copy)

https://jjsbuilder.com/
1•richardharmer•3m ago•1 comments

The Internet's Most Powerful Archiving Tool Is in Peril

https://www.wired.com/story/the-internets-most-powerful-archiving-tool-is-in-mortal-peril/
2•mellosouls•4m ago•1 comments

BrowserPod 2.0: in-browser WebAssembly sandboxes. Run Git, bash, node, Python

https://labs.leaningtech.com/blog/browserpod-20
2•apignotti•5m ago•0 comments

Venus's impenetrable haze could be made of cosmic dust

https://www.nature.com/articles/d41586-026-01212-5
2•Brajeshwar•5m ago•0 comments

Replication Internals: Decoding the MySQL Binary Log – How DML Are Replicated?

https://readyset.io/blog/replication-internals-decoding-the-mysql-binary-log-part-8-row-events-wr...
1•marceloaltmann•6m ago•0 comments

Buddy – Anthropic killed /buddy. We made it permanent, cross-platform, and alive

https://github.com/fiorastudio/buddy
3•fiorastudio_jwu•11m ago•2 comments

Parkinson's

https://tidyfirst.substack.com/p/parkinsons
2•ingve•12m ago•0 comments

Cloudflare Email Service: now in public beta. Ready for your agents

https://blog.cloudflare.com/email-for-agents/
4•jilles•12m ago•0 comments

Securing AI Applications from Inception to Deployment

https://www.wiz.io/blog/securing-ai-application-from-inception-to-deployment
1•riantz•13m ago•0 comments

Why Drupal Needs Its Own Create-React-App – Meet the One-Line Installer

https://kokocinski.me/blog/why-drupal-needs-its-own-create-react-app-meet-one-line-installer
1•firflant•14m ago•0 comments

Projected warming will exceed the long-term thermal limits of rice cultivation

https://www.nature.com/articles/s43247-025-03108-0
1•littlexsparkee•14m ago•1 comments

GPU Breach: A Root Shell Through GPU Abuse

https://stealthium.io/blog/gpubreach-root-cause-analysis-detection
2•hank2000•16m ago•1 comments

Why Combinator? Abolish Silicon Valley

https://www.patreon.com/posts/episode-540-why-155766803
1•ornel•16m ago•0 comments

Cloudflare's AI Platform: an inference layer designed for agents

https://blog.cloudflare.com/ai-platform/
5•nikitoci•16m ago•0 comments

Our formal methods tool can be a company – because of AI

https://quint.sh/posts/new_era
1•bugarela•17m ago•0 comments

Ask HN: Lobste.rs

1•dryadin•19m ago•0 comments

The public sours on AI, data centers as firms look to IPO, tech keeps spending

https://www.cnbc.com/2026/04/15/public-opinion-ai-data-centers-anthropic-openai-ipo.html
2•1vuio0pswjnm7•19m ago•0 comments

How Not to Make an App That Only Has 1% Shot at Turning Profit?

https://www.atraction.io/
2•TirmanCica•19m ago•3 comments

ECB to Scrutinize Anthropic's Mythos on Call with Executives

https://www.bloomberg.com/news/articles/2026-04-16/ecb-to-scrutinize-anthropic-s-mythos-on-call-w...
1•Brajeshwar•20m ago•0 comments

CCBE has adopted the CCBE technical guide on GenAI [pdf]

https://www.ccbe.eu/fileadmin/speciality_distribution/public/documents/IT_LAW/ITL_Guides_recommen...
2•District5524•20m ago•1 comments

Konductor Workflow – The AI Orchestration Agent Framework for Every Dev

https://alphabits.team/news/blog/konductor-workflow-release-the-ai-agent-framework-we-built-for-o...
2•kentnguyen•21m ago•1 comments

The Skills That Matter Now

https://jasonrobert.dev/blog/2026-04-10-the-skills-that-matter-now/
1•hulksmash5756•22m ago•0 comments

Ask HN: What function will inference cost take v.s. time?

1•davidajackson•22m ago•0 comments

Women Who Mapped the Universe and Still Couldn't Get Any Respect

https://www.smithsonianmag.com/history/the-women-who-mapped-the-universe-and-still-couldnt-get-an...
1•pmontra•24m ago•0 comments

AfterImage – Generate synthetic multi-turn chat data from documents

https://github.com/altaidevorg/afterimage
4•monatis•25m ago•3 comments

Google Told to Share Search Data with AI Rivals in EU Proposal

https://www.bloomberg.com/news/articles/2026-04-16/google-told-to-share-search-data-with-ai-rival...
1•gopkarthik•26m ago•2 comments

Agent-Safe Git

https://blog.gitbutler.com/agentic-safety
1•aspleenic•28m ago•0 comments

Canopy – local semantic code search that cuts AI agent tokens 85-91%

https://github.com/LioraLabs/canopy
1•shiny_guru•28m ago•0 comments