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

Show HN: Griyd – Multiplayer AI

https://griyd.com
1•b1tsoup•2m ago•0 comments

Encoding in L

https://dataintellect.com/blog/encoding-in-l/
1•tosh•2m ago•0 comments

OpenAI: Control Room

https://openai.com/index/control-room/
1•tosh•2m ago•0 comments

Show HN: What ZenMemes does that other spaces don't

https://zenmemes.com/threads/thread-20261111144438-7d47edd5
1•forgotmypw17•2m ago•0 comments

Report shines light on what drives Australians to post hateful content

https://www.abc.net.au/news/2026-11-11/report-shines-light-australia-hateful-online-content/10737...
1•evolve2k•4m ago•0 comments

Ask HN: What models do you use for tasks Anthropic/OpenAI don't approve of?

2•wredcoll•6m ago•1 comments

Bagel is a cross‑platform CLI that inspects developer workstations

https://github.com/boostsecurityio/bagel
2•rdslw•6m ago•0 comments

The Zen of Python

https://peps.python.org/pep-0020/
2•andsoitis•7m ago•0 comments

Tang, a compiler that derives GPU kernels and bounds how fast they can run

https://muni.works/research/tang
2•ecto•7m ago•0 comments

Ball Park

https://playballparkgame.com/
2•griffindombrain•8m ago•0 comments

Show HN: Get cited your SaaS or website

https://uplumo.com/
2•toufiqqureshi•10m ago•0 comments

Meta's Intelligent Ads Delivery: Making Every Unit of Compute Serve Better Ads

https://engineering.fb.com/2026/11/11/ml-applications/intelligent-delivery-serve-better-ads/
2•sptmbr•10m ago•0 comments

Talos 0.20 – A self-hosted AI agent with a permission kernel

https://github.com/talos-kernel/Talos
2•kurdman_007•11m ago•0 comments

AWS Emulator: 100% built by agents

https://www.aboutamazon.com/news/aws/how-autonomous-ai-agents-built-aws-emulator
2•matthewegoldber•11m ago•0 comments

Show HN: Trading calculators whose answers can be checked by hand

https://tradingcalc.io/
2•SKalinin•12m ago•1 comments

Scientists Traced Arctic Arsenic Pollution to Mine Kilometers Away

https://eos.org/articles/scientists-traced-arctic-arsenic-back-to-a-montana-mine
2•paimapi•12m ago•0 comments

Spacewar

https://www.masswerk.at/spacewar/
2•tosh•13m ago•0 comments

The Lost World of Aquaterra

https://www.theatlantic.com/magazine/2026/12/aquaterra-ancient-human-migration/689029/
2•ag8•13m ago•0 comments

Grok Build coding agent leaks oodles of confidential info

https://arstechnica.com/security/2026/11/grok-build-coding-agent-leaks-oodles-of-confidential-inf...
4•paimapi•13m ago•0 comments

Ubuntu 26.10 Begins Rolling Out Upki Support for Certificate Revocation

https://www.phoronix.com/news/Ubuntu-26.10-Does-upki
2•Bender•15m ago•0 comments

The apostrophe's in the wrong place show I'm human

https://sidsite.com/posts/apostrophes/
2•montebicyclelo•15m ago•2 comments

AirPods Pro and Tinnitus

https://www.newsonaut.com/articles/airpods-pro-and-tinnitus
3•speckx•15m ago•0 comments

World Model Running in the Browser

https://theadamcolton.github.io/spokester-2-a-world-model-in-your-browser
1•topwalktown•17m ago•1 comments

Who Else Gives a F*ck?

https://www.vals.ai/blogs/which-models-swear
2•pretext•18m ago•1 comments

Show HN: Whispers P2P fileshare using WebRTC

https://whispersp2p.com/
2•sye_•19m ago•0 comments

Ragi Mudde

https://en.wikipedia.org/wiki/Ragi_mudde
2•atomsandbits•19m ago•0 comments

Chrome zero-day whack-a-mole continues as 2026 tally hits 8

https://www.theregister.com/security/2026/11/10/chrome-zero-day-whack-a-mole-continues-as-2026-ta...
2•Bender•19m ago•0 comments

Trump wanted little Kei trucks for America, Toyota makes it happen

https://arstechnica.com/cars/2026/11/toyota-resurrects-scion-with-right-hand-drive-kei-trucks/
3•Bender•21m ago•0 comments

Show HN: Bot-bottle – secure runtime, DLP and remote control for local agents

https://github.com/diderisoft/bot-bottle
1•didericis•21m ago•0 comments

It's Been 9 Years

https://www.browserless.io/blog/its-been-9-years
1•mrskitch•22m ago•1 comments