frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

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

SodaSlim Releases Updated 2026 Highlights Soda Slim Capsules Ingredient

https://finance.yahoo.com/healthcare/articles/sodaslim-releases-updated-2026-highlights-122400710...
1•tagysaly•2m ago•0 comments

The Effect of AI on Dunning Kruger

https://blog.zoller.lu/2026/07/dunning-kruger-after-ai-gap-that-no.html
1•thierryzoller•4m ago•1 comments

Japanese AI Robots Used to Replicate Skilled Confectioners' Abilities

https://japannews.yomiuri.co.jp/science-nature/technology/20260719-338181/
1•mushstory•5m ago•0 comments

BTL-3: A 27B open-weight agent model for agentic coding and structural tool use

https://huggingface.co/badtheorylabs/BTL-3
2•wertyk•9m ago•0 comments

Russia's businesses under strain from Ukraine's attacks on Wildberries

https://www.bbc.com/news/articles/cvg9n2y61w6o
1•slow_typist•13m ago•0 comments

Weather Is Happening

https://weatherishappening.com/
2•trainyperson•14m ago•0 comments

New upcoming allocation framework business

https://www.meridianallocation.com/
1•ohmygaoo•14m ago•0 comments

Span-First C#: Designing Around Span<T>

https://slicker.me/c_sharp/span-first.html
1•pjmlp•14m ago•0 comments

SANA-Video 2.0

https://nvlabs.github.io/Sana/Video2/
1•ilreb•14m ago•0 comments

Treasury threatens sanctions, claims Moonshot distilled Anthropic's Fable

https://techcrunch.com/2026/07/22/treasury-threatens-sanctions-after-white-house-claims-moonshot-...
2•mark336•16m ago•0 comments

OldLander: An extension to make old Reddit more usable on phone

https://github.com/octonezd/oldlander
1•zdmgg•17m ago•1 comments

ZonePlan: A free global meeting planner for remote teams

https://zoneplan.net/global-meeting-planner/
1•gavinbuilds•19m ago•0 comments

Scientists find the secret of birdsong's 'spectacular diversity

https://www.bbc.co.uk/news/articles/cwy4eg5dpyzo
1•sarreph•19m ago•0 comments

SharedRoot; Escaping the Claude Cowork Sandbox

https://accomplish.ai/blog/sharedroot-escaping-claude-cowork-sandbox/
1•ilreb•29m ago•0 comments

Flux 3

https://bfl.ai/blog/flux-3
15•ThouYS•32m ago•0 comments

It's an Apple Lisa, on a FPGA

https://hackaday.com/2026/05/09/its-an-apple-lisa-on-a-fpga/
3•austinallegro•33m ago•0 comments

Codex Slides: open-source AI slide studio powered by Codex. Prompt, repo to deck

https://github.com/nexu-io/codex-slides
2•maxloh•36m ago•0 comments

Show HN: StudioWalls. A free portfolio site for artists

https://www.studiowalls.org/
1•veryhungryhippo•37m ago•0 comments

Apertus 1.5 out – Latest version of Switzerland's open model

https://www.cscs.ch/science/computer-science-hpc/2026/apertus-15-building-the-next-generation-of-...
2•myyke•40m ago•2 comments

The Economics of Owning a Data Center [video]

https://www.youtube.com/watch?v=H4cBKJoxmUs
1•thelastgallon•48m ago•0 comments

Making Deformable a Mirror

https://www.youtube.com/watch?v=TPyQI7bJo6Q
1•brudgers•51m ago•0 comments

JEP 401: Value Objects officially proposed to target JDK 28

https://openjdk.org/jeps/401
1•pjmlp•54m ago•1 comments

Meilisearch vs. Manticore: Setting the Record Straight

https://manticoresearch.com/blog/meilisearch-vs-manticore-response/
2•snikolaev•55m ago•0 comments

Show HN: I built a native macOS terminal with Git integration in 5 days

https://kero.sh/
1•0x142857•58m ago•1 comments

OpenSpectra: a Rust CLI for managing specs, changes, and implementation tasks

https://github.com/howie/openspectra
1•modinfo•1h ago•0 comments

Wasmcart – Virtual Cartridge Format for Safe, Portable Games

https://github.com/wasmcart/wasmcart
1•TheWiggles•1h ago•0 comments

Is SMIC N+3's Metal Pitch Smaller Than Intel 18A's?

https://newsletter.semianalysis.com/p/steel-smic-n3-teardown
1•rguiscard•1h ago•0 comments

Scout Motors SUV – BEV and Hybrid

https://www.scoutmotors.com/traveler
1•rawgabbit•1h ago•0 comments

For most US drivers, EVs offer emissions benefits and cost savings

https://news.mit.edu/2026/us-drivers-electric-vehicles-offer-emissions-benefits-cost-savings-0512
14•robin_reala•1h ago•5 comments

AMD attacks the rack with Helios systems that rival Nvidia's

https://www.theregister.com/systems/2026/07/23/amd-attacks-the-rack-with-helios-systems-that-riva...
3•galaxyLogic•1h ago•0 comments