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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

OpenAI Proposes a 'Social Contract' for the Intelligence Age

https://www.noemamag.com/openai-proposes-a-social-contract-for-the-intelligence-age/
1•Brajeshwar•33s ago•0 comments

Show HN: TTS.ai

https://tts.ai/
1•nadermx•47s ago•0 comments

My personal website – a start to my internet home

https://alexarias.me/
1•AlexArias•58s ago•0 comments

Vibe Genomics: Sequencing Your Whole Genome at Home

https://vibe-genomics.replit.app/
1•moozilla•1m ago•0 comments

Show HN: Trained a 12M transformer on an ML framework we built from scratch

https://github.com/mni-ml/framework
1•caliandbust•1m ago•0 comments

Sorry, Mary

https://mathenchant.wordpress.com/2026/04/18/sorry-mary/
1•jamespropp•5m ago•0 comments

Trappsec – Deception as a Developer Tool

https://trappsec.dev
2•kyuradar•5m ago•1 comments

Open Source SaaS Is Dead, AI Killed It

https://nmn.gl/blog/open-source-killed-ai
1•namanyayg•5m ago•0 comments

Claude –dangerously-skip-permissions –model Claude-Opus-4-5-20251101

1•deofoo•7m ago•0 comments

Salesforce Goes Headless: The Smart Self-Disruption Play

https://www.whatshotit.vc/p/whats-in-enterprise-itvc-494
1•jhonovich•8m ago•0 comments

The Best Sports Game Nobody Played [video]

https://www.youtube.com/watch?v=7cMc4M5QJvM
1•pulkitsh1234•11m ago•0 comments

Our World in Data

https://ourworldindata.org
2•dnw•12m ago•0 comments

Version 1.0 Released: WireGuard for Windows and WireGuardNT

https://lore.kernel.org/wireguard/CAHmME9pDd2JMcEuSgOKpXPhUB8FSO+rNJdTkXRzpLhK1_xW9Cg@mail.gmail....
2•zx2c4•12m ago•0 comments

Ask HN: Stable, self-hosted macOS VFS that works in 2026?

1•buibuibui•14m ago•0 comments

A short quest to build some Web Feeds

https://lzon.ca/posts/site/feeds/
1•jpmitchell•14m ago•0 comments

Scopeon – AI Observability – token breakdown, cache ROI, cost tracking, CI gates

https://github.com/sorunokoe/Scopeon
2•sorunokoe•14m ago•0 comments

(Gated) Secure Coding AI Prompt Library

https://newsletter.shehackspurple.ca/c/securemyvibe
1•shehackspurple•14m ago•1 comments

How the UK Retreated on Cloud and Called Its Local Media Band-Aid a Plan

https://www.techpolicy.press/how-the-uk-retreated-on-cloud-and-called-its-local-media-bandaid-a-p...
2•ripe•16m ago•0 comments

The blast radius problem with coding agents in bypass mode

https://www.arnaudp.dev/the-blast-radius-problem-running-your-coding-agent-in-yolo-mode/
1•gentle_bubble•17m ago•0 comments

College instructor turns to typewriters to curb AI-written work

https://sentinelcolorado.com/uncategorized/a-college-instructor-turns-to-typewriters-to-curb-ai-w...
2•gnabgib•19m ago•0 comments

Adobe Has Run Out of Allies

https://petapixel.com/2026/04/18/adobe-has-run-out-of-allies/
3•MBCook•23m ago•0 comments

50% of AI datacenters have been cancelled or "delayed"

https://www.youtube.com/watch?v=w-DVTHH1ux8
3•amanaplanacanal•25m ago•0 comments

Widgetfied: Multi-tenant widget platform and hosted pages for service businesses

https://widgetfied.com
1•guymorganb•27m ago•0 comments

Digital Ecosystems: Interactive Multi-Agent Neural Cellular Automata

https://pub.sakana.ai/digital-ecosystem/
2•SebastianSosa•27m ago•0 comments

What Emotion Goes Viral the Fastest? (2014)

https://www.smithsonianmag.com/science-nature/what-emotion-goes-viral-fastest-180950182/
1•chistev•30m ago•1 comments

Music discovery that works like flipping through record store bins

https://app.vinylbins.com/
1•dclatfel•31m ago•0 comments

Deep Scan Page Reader WCAG 2.2 Accessibility

https://webpossum.com
1•raphaelheide•32m ago•0 comments

How Are Calories in Foods Measured?

https://www.merckmanuals.com/home/multimedia/table/how-are-calories-in-foods-measured
1•georgecmu•33m ago•0 comments

One-command local AI stack setup for Ubuntu (CUDA, Ollama, llama.cpp, chat UIs)

https://github.com/chsbusch-dot/Ubuntu-AI-Tools-Install
1•christianbusch•34m ago•0 comments

IPv8

https://datatracker.ietf.org/doc/draft-thain-ipv8/
1•monista•34m ago•1 comments