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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

Fable 5 is greenlit to return

https://www.theverge.com/ai-artificial-intelligence/958964/anthropic-claude-fable-5-is-back
1•ExMachina73•3m ago•0 comments

Kaist AI reads mouse gestures as language

https://news.nate.com/view/20260701n15527?mid=n1101
1•geox•4m ago•0 comments

Combined LDL-C, Lp(a) and HsCRP Assessment Identifies Long-Term Risk of Ascvd

https://www.acc.org/latest-in-cardiology/journal-scans/2026/06/23/13/25/combined-ldl-c-lpa-and-hs...
1•brandonb•5m ago•0 comments

Claude Sonnet 5 is here

https://old.reddit.com/r/ClaudeAI/comments/1ujwggp/introducing_claude_sonnet_5_our_most_agentic/
1•adithyaharish•13m ago•0 comments

Redeploying Fable 5

https://www.anthropic.com/news/redeploying-fable-5
7•meetpateltech•18m ago•0 comments

The Internet Is Being Erased [video]

https://www.youtube.com/watch?v=-hAn2qDok_g
2•zvmaz•18m ago•1 comments

Taiwanese Go Deep into Debt to Amp 100% Stock Rally

https://www.bloomberg.com/news/articles/2026-06-23/tsmc-fueled-ai-frenzy-makes-taiwan-capital-of-...
2•mgh2•19m ago•0 comments

What Happened to the Fight for the Internet?

https://dustycloud.org/blog/what-happened-to-the-fight-for-the-internet/
1•HotGarbage•25m ago•0 comments

How to talk about "AI" without adding to the anthropomorphization

https://buttondown.com/maiht3k/archive/how-to-talk-about-ai-without-adding-to-the/
1•measurablefunc•28m ago•0 comments

Medicare starts covering GLP-1 drugs for weight loss

https://www.washingtonpost.com/health/2026/06/29/medicare-is-about-cover-glp-1-drugs-weight-loss-...
3•brandonb•30m ago•1 comments

Mojo Roadmap

https://mojolang.org/docs/roadmap/
1•Alien1Being•32m ago•0 comments

Stop Killing the Internet

https://www.stopkillingtheinternet.com/
1•HotGarbage•33m ago•0 comments

LLM-style scaling laws hold for sensor data

https://www.empirical.health/blog/llm-scaling-laws-hold-for-sensor-data/
1•brandonb•34m ago•0 comments

Show HN: Gilfoyle's Project but IRL

https://github.com/korrectional/GilfoyleAI
3•korrectional•35m ago•1 comments

Three HPC Gurus Ask: Do We Still Need GPUs?

https://www.nextplatform.com/compute/2026/06/30/three-hpc-gurus-ask-do-we-still-need-gpus/5264552
1•jonbaer•36m ago•0 comments

ArXiv's Next Chapter

https://blog.arxiv.org/2026/06/30/arxivs-next-chapter/
2•subset•38m ago•0 comments

The Twilight of the Chatbots

https://www.oneusefulthing.org/p/the-twilight-of-the-chatbots
1•swolpers•39m ago•0 comments

Vibe-coding video games with Claude (Day 75: Corner the Market)

https://gamevibe.us/75-corner-the-market
1•pzxc•42m ago•2 comments

"Introducing Claude Sonnet 5, our most agentic Sonnet yet."

https://twitter.com/claudeai/status/2072017450611142835
1•swolpers•1h ago•0 comments

An Blackhole Simulator in Browser

https://blackhole-timer.vercel.app/
2•mixfox•1h ago•0 comments

Trump made more than a billion dollars from crypto ventures in first year back

https://www.cnn.com/2026/06/30/politics/trump-cryptocurrency-millions-disclosures
5•prawn•1h ago•1 comments

Anthropic: US has lifted export controls on Fable and Mythos AI models [ ]

https://www.theguardian.com/technology/2026/jul/01/anthropic-fable-mythos-ai-models-us-export-con...
1•swolpers•1h ago•0 comments

Supersonic flight returning to US after half-century ban

https://www.forbes.com/sites/suzannerowankelleher/2026/06/30/faa-supersonic-flight-no-boom/
2•lobbly•1h ago•0 comments

How global scammers use US tech to fleece people

https://apnews.com/article/scams-fraud-technology-ai-impostor-scam-phishing-12f549d5203abd38857c4...
1•petethomas•1h ago•0 comments

Local video clipping infrastructure for creators and small teams

https://github.com/cgallic/video-review-os
1•snappedai•1h ago•0 comments

Microsoft hits back at Apple's MacBook Neo by touting Dell's new $699 laptop

https://www.pcmag.com/news/microsoft-hits-back-at-apples-macbook-neo-by-touting-dells-new-699-laptop
1•teleforce•1h ago•0 comments

The second runtime is the real test: a no-kernel VM from Python to Node

https://amitlimaye1.substack.com/p/1500-real-apps-on-one-box-and-where
2•amitlimaye•1h ago•0 comments

Proxying inference requests in 6ms with Pingora, Envoy, and Spanner

https://modal.com/blog/serverless-servers
1•birdculture•1h ago•0 comments

The Fourth Scaling Law

https://twitter.com/amazedsaint/status/2072139903651963062
1•amazedsaint•1h ago•0 comments

Fixing a kubelet Memory Leak in Kubernetes 1.36

https://heyoncall.com/blog/fixing-kubernetes-kubelet-memory-leak
3•compumike•1h ago•1 comments