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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

Hunting the Wild Vibrotruck

https://hackaday.com/2026/09/09/hunting-the-wild-vibrotruck/
1•sohkamyung•28s ago•0 comments

AI kill switch, explained: 'It's not too little, but it's probably too late'

https://www.cnbc.com/2026/09/19/ai-kill-switch-explained.html
1•pseudolus•2m ago•0 comments

Show HN: ParentPackIt – a mobile checklist app designed for parents and kids

https://apps.apple.com/us/app/parentpackit-kids-checklist/id6748917901
1•ashkans_dev•2m ago•0 comments

Hackers breach OpenAI using Claude tools, gaining access to employee accounts

https://www.tomshardware.com/tech-industry/cyber-security/hackers-breach-openai-using-claude-tool...
1•thunderbong•2m ago•0 comments

Is startpage.com mining Bitcoin when you open it?

1•roscas•2m ago•0 comments

The Myth of the Cynical Genius (2021)

https://www.psychologytoday.com/us/blog/trust-games/202111/the-myth-the-cynical-genius
1•throw0101a•5m ago•0 comments

AI companies sued for "colluding" to slow down

https://news.bloomberglaw.com/litigation/openai-anthropic-google-spacexai-hit-with-antitrust-lawsuit
1•trippy•10m ago•0 comments

What happened to the front end while you weren't watching

https://davidpoblador.com/deep-dives/what-happened-to-the-frontend/
3•kciter•12m ago•0 comments

Sweden, Germany deploy 1,500 troops to Gotland in Baltic exercise

https://www.euractiv.com/news/sweden-germany-deploy-1500-troops-to-gotland-in-baltic-exercise/
1•doener•14m ago•0 comments

TeraPHY Optical I/O Chiplet (8 Tbps bi-directional bandwidth, 10ns latency)

https://ayarlabs.com/teraphy/
1•peter_d_sherman•15m ago•0 comments

Is modern consumer technology less interesting

https://codeutopia.net/blog/2026/09/19/is-modern-consumer-technology-less-interesting/
1•meetpateltech•15m ago•0 comments

The first sub-millisecond router to execute trades with zero native balance

https://rhopool.com/
1•lachlanallen45•17m ago•0 comments

Firefox 156 arrives with a forest of forks in its wake

https://www.theregister.com/software/2026/09/19/firefox-156-arrives-with-a-forest-of-forks-in-its...
1•phoronixrly•17m ago•2 comments

Bull Beats Out HPE for Next-Gen Lumi AI Supercomputer

https://www.nextplatform.com/hpc/2026/09/17/bull-beats-out-hpe-for-next-gen-lumi-ai-supercomputer...
1•rbanffy•18m ago•0 comments

U.S. House Votes to Make Am Radio Standard in New Cars

https://www.roadandtrack.com/news/a73773819/us-house-of-representatives-votes-make-am-radio-stand...
2•yread•20m ago•1 comments

Typst Makes Big Strides

https://lwn.net/Articles/1092993/
1•mpweiher•20m ago•0 comments

Inside the suddenly explosive world of AI safety

https://www.theverge.com/ai-artificial-intelligence/996563/ai-safety-research-metr-redwood-openai...
2•ilamont•20m ago•0 comments

Programmable Photonic Circuits: Flexible light manipulation on IC's (2020) [pdf]

https://www.photonics.intec.ugent.be/download/pub_4605.pdf
1•peter_d_sherman•21m ago•0 comments

The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It

https://arxiv.org/abs/2609.16247
1•amichail•22m ago•0 comments

Another Instinct Article

https://jamesin.substack.com/p/another-instinct-article
1•jbredeche•23m ago•0 comments

My Productivity System in 2026

https://www.nunodonato.com/blog/my-productivity-system-in-2026/
1•nunodonato•26m ago•1 comments

Origami Artist Spends 24 Hours Folding a Working-Looking Typewriter from 1 Sheet

https://www.thatericalper.com/2026/09/18/origami-artist-spends-24-hours-folding-a-working-looking...
2•trauco•26m ago•0 comments

Shellit – Open-source SSH client with self-hosted E2EE sync and MCP

https://github.com/kobaltgit/Shellit
1•kobaltGIT•27m ago•0 comments

Show HN: Kobblestone – Minecraft on Kubernetes

https://github.com/kobblestoneio/kobblestone
2•devmojo•30m ago•0 comments

Show HN: AliasFleet – Email aliases with in-app sending. No reverse-alias hassle

https://www.aliasfleet.com
1•Farrynet•32m ago•0 comments

How to Conduct Effective Premortems

https://leonlins.com/writing/premortem
1•hosteur•34m ago•0 comments

Why do I feel guilty about thinking?

https://domelian.substack.com/p/think-real-hard
1•domelian•34m ago•1 comments

6502 Is a Good Starting Point for Beginning Assembly Programming

https://nemanjatrifunovic.substack.com/p/6502-is-a-good-starting-point-for
5•AlexeyBrin•34m ago•1 comments

Human brain is two separate organs

https://www.independent.co.uk/news/science/brain-two-organs-stanford-science-research-b3052548.html
1•ike_usawa•37m ago•0 comments

Don't treat surface-level AI metaphors as if they describe fundamental reality

https://blog.andymasley.com/p/dont-treat-surface-level-metaphors
1•bananaflag•38m ago•0 comments