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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

Care about High-Dimensional Sphere Packing

https://www.scientificamerican.com/blog/roots-of-unity/why-you-should-care-about-high-dimensional...
1•brandonb•23s ago•0 comments

Show HN: Slopyard – a textboard inspired gallery for vibecoded tools

https://slopyard.net/
1•yoz-y•1m ago•0 comments

You probably don't need Yocto, and that's fine

https://sigma-star.at/blog/2026/05/you-probably-dont-need-yocto-and-thats-fine/
1•Tomte•1m ago•0 comments

Can AI help crack interstellar travel?

https://www.thedeepview.com/articles/can-ai-crack-interstellar-travel
1•ilreb•1m ago•0 comments

We keep the world safe from AGI (humans). Let's do the same for AI

https://abranti.com/keep-the-world-safe-from-ai.html
1•abranti•1m ago•0 comments

GoPro to be acquired by Starman Optical

https://www.reuters.com/legal/transactional/gopro-be-acquired-by-starman-optical-285-million-deal...
2•mudil•1m ago•0 comments

State of Open Models: Summer 2026 Observations

https://huggingface.co/blog/state-of-open-models-summer-2026
1•gmays•1m ago•0 comments

The Last Vendor

https://ianreppel.org/the-last-vendor/
1•Brajeshwar•2m ago•0 comments

They Made Up to $250K. Then They Were Laid Off. – Life Lessons [video]

https://www.youtube.com/watch?v=3I-xv56cBUY
1•mgh2•2m ago•0 comments

Language Models Are Anomaly Detectors

https://ngrislain.github.io/blog/2026-8-20-language-models-are-anomaly-detectors/
1•ngrislain•2m ago•0 comments

Is AI-native Engineering DevOps 2.0 (or even Agile 3.0)?

https://www.wwt.com/blog/is-ai-native-engineering-really-devops-20-or-even-agile-30
3•aspleenic•3m ago•0 comments

Great Spectations – spec quotes that don't drift

https://greatspectations.org/
1•simonpure•3m ago•0 comments

Expanding access to AI with ChatGPT ads

https://openai.com/index/expanding-access-to-ai-with-chatgpt-ads/
1•BlooIt•4m ago•0 comments

Proton Down, except for the site telling you it's down

https://proton.me
1•aeuropean12•4m ago•1 comments

SeekMoon: From IDE to ADE

https://www.moonbitlang.com/blog/seekmoon-from-ide-to-ade
1•bschwarz•5m ago•0 comments

Openvisor: Your own AI software consultancy (self-hosted)

https://github.com/scalevisor-io/openvisor
1•flavienbwk•6m ago•1 comments

Nitpicking in code reviews wastes time

https://blog.danlew.net/2026/09/01/nitpicking-in-code-reviews-wastes-time/
1•ingve•6m ago•0 comments

Show HN: I measured when impossible-to-book restaurants release their tables

https://tablefriend.app/clock
2•BrendanSF•9m ago•0 comments

Show HN: Pen Fight – the school desk pen game, with 45 real pens measured

https://penfight.net/
1•jvoltci•11m ago•0 comments

Antigravity Teamwork

https://antigravity.google/blog/teamwork-when-ai-becomes-a-research-partner
1•panarky•11m ago•0 comments

How One Programming Language Rewrote Mathematics and Why Software Is Next

https://www.ibtimes.com/chris-hsu-how-one-programming-language-rewrote-mathematics-why-software-n...
2•digital55•12m ago•0 comments

Seventy Minutes of Nothing: unplugging a coding agent from the cloud

https://littletheta.com/field-notes/seventy-minutes-of-nothing
1•NickHirras•13m ago•0 comments

Optimizing eBPF Policies for Speed and Space (Not AI Gen)

https://nathannaveen.dev/posts/optimizing-ebpf-policies-for-speed-and-space/
5•nathannaveen•13m ago•0 comments

Hiker, 91, becomes oldest person to complete grueling Appalachian Trail

https://www.theguardian.com/us-news/2026/aug/31/oldest-hiker-appalachian-trail
3•speckx•15m ago•1 comments

Teen Helped Native American Students Earn Ham Radio Licenses

https://spectrum.ieee.org/ruchira-shree-ham-radio
2•Brajeshwar•16m ago•0 comments

Why did the Android side loading lockdown change from Sept to January 2027?

https://keepandroidopen.org/faq/
1•thinkingemote•16m ago•0 comments

Show HN: Will your money last? AI-assisted financial simulator

https://futurezapp.com/
1•colingmathews•19m ago•0 comments

Virtual Threads for a scripting language in Java 8 without Loom

https://jactl.io/blog/2026/08/28/jactl-virtual-threads
2•jaccomo•20m ago•1 comments

Apple Leadership

https://www.apple.com/hk/en/leadership/
2•ksec•21m ago•0 comments

The Job Title Graph

https://searchforjobs.app/graph
1•enjoyyourlife•23m ago•0 comments