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: I built ivyNote, a local-first Markdown notes app

https://ivynote.app/
1•songtianlun1•15m ago•0 comments

The AI sell-off compared to well-known stock market crashes

https://www.kadoa.com/companies/insights/ai-selloff-perspective
2•hubraumhugo•17m ago•0 comments

Diana – a terminal that records what your coding agents did

https://heydiana.ai/
2•gyandroid•17m ago•0 comments

Coding agents ranked for builders shipping AI software

https://rankings.leffke.com/categories/coding-agents
1•rcleffke•21m ago•0 comments

Man reaches the Bay Area after walking across the country from New York City

https://www.nbcbayarea.com/news/local/man-walk-across-country-new-york-city-san-francisco/4165421/
2•inatreecrown2•24m ago•0 comments

Z2RAM – HBM replacement, no capacitor, mass manufacturable at 300nm

https://www.nagarelabs.ai/
1•peter_d_sherman•25m ago•1 comments

An app aimed to solve the loneliness crisis

https://apps.apple.com/qa/app/lc-lets-connect/id6792295616
1•Pahal10•27m ago•0 comments

Black holes are simpler than forests and science has its limits(2017)

https://aeon.co/ideas/black-holes-are-simpler-than-forests-and-science-has-its-limits
3•num42•29m ago•0 comments

Show HN: I built an AI photo editor powered by GPT-Image-2.6

https://getaiphotoeditor.com/
1•CoderLim110•29m ago•0 comments

Herbert Blomstedt, former SF Symphony music director, dies at 99

https://www.sfchronicle.com/entertainment/classical/article/herbert-blomstedt-former-s-f-symphony...
2•dsubburam•30m ago•1 comments

His Job Is to Turn Walmart's Customer Data into Profit

https://www.wsj.com/business/retail/seth-dallaire-walmart-ef8827b5
1•impish9208•35m ago•1 comments

FLEY a voice AIassistant thatwill notonly talkwith youbut canalso control yourPC

1•Drfoxi•37m ago•0 comments

Agents reveal secrets when offered to team up with each other

https://www.theregister.com/security/2026/11/06/agents-reveal-secrets-when-offered-to-team-up-wit...
1•pseudolus•38m ago•0 comments

It's never been easier to build a RollerCoaster Tycoon

https://twitter.com/noriagent/status/2117256979542397106
1•theahura•38m ago•0 comments

Cellular pathway that allows colorectal cancer to metastasize

https://news.mit.edu/2026/biologists-identify-cellular-pathway-allows-colorectal-cancer-metastasi...
2•gmays•39m ago•0 comments

Despite headwinds, Vineyard Wind, Revolution Wind come online

https://newbedfordlight.org/despite-headwinds-vineyard-wind-revolution-wind-come-fully-online/
1•geox•41m ago•0 comments

Agentic QA for Marketing

https://www.arbiterqa.com
1•digitalgeek9•42m ago•1 comments

Show HN: Select – AI agents that earn autonomy through verified work

https://github.com/Kirby54/Select
1•Ahmedch11•42m ago•0 comments

Show HN: We filmed a bird-themed Iliad using mallard

https://mallard-ai.com/Rika321/Homer?tab=files&file=The_Iliad_Complete.mp4
1•rika321•46m ago•0 comments

Clef-Omni Struggles with Similar-Sounding Spanish Words

https://camden.sh/posts/clef-omni-spanish/
1•camdenclark•50m ago•0 comments

An open-source harness for coding agents that shows its work

https://github.com/gosha70/code-copilot-team
2•iamgoga•52m ago•0 comments

Organic farm in Switzerland is growing blueberries beneath 5,220 solar panels

https://www.autonocion.com/us/5220-solar-panels-10-5-feet-organic-blueberries-switzerland-four-we...
2•thunderbong•53m ago•0 comments

The School Apps Are Out of Control

https://www.theatlantic.com/family/2026/11/school-apps-communication-broken/689312/
3•paulpauper•1h ago•0 comments

GPT-6 Astra Covertly Underperforms on Safety Research Tasks

https://thezvi.substack.com/p/gpt-6-astra-covertly-underperforms
4•paulpauper•1h ago•0 comments

South Africa's Shrinking ANC

https://unpublishablepapers.substack.com/p/kill-yourself-or-die-trying
1•paulpauper•1h ago•0 comments

Reverse Engineering with AI: Your Decompiler Can Lie to You

https://prod.codes/blog/reverse-engineering-with-ai-your-decompiler-can-lie-to-you/
3•alex09x•1h ago•0 comments

When Alexa can't answer, Claude takes over

https://github.com/rg321/hey-claude
2•mparnisari•1h ago•0 comments

TikTok's For You page needs to change, says the EU

https://www.theverge.com/tech/1028597/tiktok-eu-for-you-algorithm-rabbit-hole-effect
1•TMWNN•1h ago•0 comments

Show HN: CLI calls spend their time starting up. I cut it by 4.5x, same output

https://github.com/anthonyGosme/speedrunner
2•anthonygosme•1h ago•0 comments

EU accuses TikTok of trapping users in harmful 'rabbit holes'

https://therecord.media/eu-accuses-tiktok-of-rabbit-hole-DSA-violation
4•arbuge•1h ago•0 comments