frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•6mo ago

Comments

anuragdt•6mo 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•6mo 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•6mo 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

Show HN: AI Image Describer – GPT-4o Vision for alt text and SEO descriptions

https://ai-image-describer.online/
1•l3egaliev•47s ago•0 comments

Show HN: Milka – A Polyrepo Managment Tool

https://github.com/kogeletey/milka
1•k101•3m ago•0 comments

Show HN: BrandJet, Unified Outreach + Brand Monitoring

https://www.brandjet.ai/
1•marsadist•5m ago•1 comments

X.com Is Gonna Snitch You Out to the Public If You Use a VPN

https://www.vice.com/en/article/x-show-vpn-warning/
1•bookofjoe•6m ago•0 comments

HN: AI File Sorter 1.3 – Add your own Local LLM for offline file organization

https://github.com/hyperfield/ai-file-sorter/releases/tag/v1.3.0
1•hyperfield•8m ago•1 comments

Data General – The Fair Bastards

http://www.teamfoster.com/billteamfostercom
1•rbanffy•9m ago•0 comments

Sum Types in Julia and Rust

https://andreaskroepelin.de/blog/sum_types/
1•fanf2•10m ago•0 comments

Why Building Agents Is Hard

https://artificialinvestment.substack.com/p/interview-sanjin-bicanic-on-why-building
1•fovc•10m ago•1 comments

Archaeologists think they've solved Peru's 'band of holes' mystery

https://www.cnn.com/2025/11/21/science/peru-band-of-holes-mystery
1•giuliomagnifico•12m ago•0 comments

Linux Patches Improve Intel Nested VM Memory Performance Up to ~2353x in Test

https://www.phoronix.com/news/Intel-Nested-VM-Faster-Memory
1•rbanffy•13m ago•0 comments

SC25: HACCing over 500 Petaflops on Frontier

https://chipsandcheese.com/p/sc25-haccing-over-500-petaflops-on
1•rbanffy•15m ago•0 comments

Safe haven to sanctions: how Jersey sheltered Roman

https://www.theguardian.com/world/2025/nov/23/jersey-london-safe-haven-sanctions-roman-abramovich...
1•zeristor•18m ago•0 comments

Call Center Batik Air

1•Batikolangan•19m ago•7 comments

Ask HN: Vim, Emacs and the time spent configuring

1•not-so-darkstar•19m ago•0 comments

We're entering 'stage two of AI' where bottlenecks are physical constraints

https://fortune.com/2025/11/23/google-ai-data-centers-serving-capacity-contraints-gemini-google-c...
2•pretext•22m ago•0 comments

AI Ignites the Return of Bezos the Inventor

https://www.wsj.com/tech/ai/ai-ignites-the-return-of-bezos-the-inventor-c42d0075
1•pretext•22m ago•0 comments

Mind-reading devices can now predict preconscious thoughts: is it time to worry?

https://www.nature.com/articles/d41586-025-03714-0
1•bookofjoe•24m ago•1 comments

Shaders: How to draw high fidelity graphics with just x and y coordinates

https://www.makingsoftware.com/chapters/shaders
1•Garbage•25m ago•0 comments

Show HN: Sidemail – Email platform for SaaS (email API, newsletters, automation)

https://sidemail.io/
1•slonik•27m ago•0 comments

Show HN: Qeltrix:PoC for content-derived,parallel,streaming encryption container

1•hejhdiss•27m ago•0 comments

What Does the AGPL Require?

https://runxiyu.org/blog/agpl/
1•todsacerdoti•30m ago•0 comments

IKEA Mastered Furniture [video]

https://www.youtube.com/watch?v=0h8vAGCiRX0
1•vinhnx•31m ago•0 comments

Show HN: Page Cast – A single-file HTML host that hosts itself

https://gist.githack.com/Romelium/7513fc74536c3be15edf769cc416d10f/raw/4cebb56717ae4637de40403991...
1•Romelium•32m ago•0 comments

Titanic passenger's pocket watch sold for record £1.78M at auction

https://www.theguardian.com/uk-news/2025/nov/23/titanic-passenger-pocket-watch-sold-record-auction
1•stevekemp•34m ago•0 comments

Show HN: The AI homepage – A news homepage for AI related articles

https://www.theaihomepage.com/
1•maverick98•38m ago•0 comments

Game Theory Explains How Algorithms Can Drive Up Prices

https://www.wired.com/story/game-theory-explains-how-algorithms-can-drive-up-prices/
4•quapster•50m ago•0 comments

Microsoft says it will run Windows 11 File Explorer in background to load faster

https://www.windowslatest.com/2025/11/22/microsoft-says-it-will-always-run-windows-11-file-explor...
2•tosh•51m ago•2 comments

US Department of Transportation unveils first female-modeled crash test dummy

https://www.theguardian.com/world/2025/nov/21/transportation-department-first-female-crash-dummy
1•binning•51m ago•0 comments

The Many – and Contradictory – Histories of Mt. Rushmore

https://lithub.com/on-the-many-and-contradictory-histories-of-mt-rushmore/
1•bryanrasmussen•51m ago•0 comments

The battle between science and postmodernism: from Boyle's air pump to Dawkins

https://susanpickard.substack.com/p/the-battle-between-science-and-postmodernism
1•binning•55m ago•0 comments