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

Getty Images files for US bankruptcy, advances restructuring plan

https://www.reuters.com/legal/litigation/getty-images-files-us-bankruptcy-advances-restructuring-...
1•CharlesW•58s ago•0 comments

Mapping the Northern Sky

https://www.maps.com/star-map-charts-stars-and-constellations-of-northern-hemisphere/
1•tmseidman•1m ago•0 comments

Jank – The native Clojure dialect with seamless C++ interop

https://jank-lang.org/
1•giancarlostoro•1m ago•0 comments

L'Oreal says weight loss drugs are impacting beauty and skin care sales

https://www.bbc.com/news/articles/cvglwgwpgrlpo
1•BiraIgnacio•2m ago•0 comments

kirsch – A versatile bitmap font with an organic flair

https://github.com/molarmanful/kirsch
1•noriax86•2m ago•0 comments

Show HN: Impossible Machines: declaratively program the physical world

https://www.impossiblemachines.xyz
1•bhaprayan•4m ago•0 comments

Neal.fun – About

https://neal.fun/about/
1•thunderbong•4m ago•0 comments

Moderna and Merck cancer vaccine met key endpoints in melanoma trial

https://www.statnews.com/2026/10/22/esmo-moderna-merck-cancer-vaccine-intismeran-data-released/
1•bryan0•12m ago•0 comments

Docker Is Weird

https://codeandcake.dev/posts/2026-10-22-docker-is-weird
1•psxuaw•12m ago•0 comments

AI compute is the new oil–and needs a new market

https://www.economist.com/finance-and-economics/2026/10/22/ai-compute-is-the-new-oil-and-needs-a-...
2•ijidak•13m ago•0 comments

UN says breaching 1.5C warming limit is 'imminent and unavoidable'

https://www.cnn.com/2026/10/21/climate/cop31-un-climate-report-emissions-gap
3•dabinat•20m ago•1 comments

Amazon won't build data centers in Loudoun County in deal with local leaders

https://www.washingtonpost.com/dc-md-va/2026/10/22/amazon-wont-build-data-centers-loudoun-county-...
1•reaperducer•21m ago•0 comments

WolfSentry: WolfSSL's Embedded Intrusion Detection and Prevention System (IDPS)

https://github.com/wolfSSL/wolfsentry
1•aidangarske•22m ago•0 comments

The Next Bottleneck in AI for Science

https://www.mixtureofexperts.co/p/the-next-bottleneck-in-ai-for-science
1•gmays•30m ago•0 comments

We Have Traits at Home

https://www.axelmagn.com/blog/202610-zig-traits/
1•Ygg2•34m ago•0 comments

We probably cannot automate the software engineer away

https://thelastsoftwareengineer.substack.com/p/we-probably-cannot-automate-the-software
3•azhenley•38m ago•0 comments

Coding Magic the Gathering in C# – Part Two – The Impossible Magic Card

https://www.youtube.com/watch?v=Xbfzye07Xrg
2•birdculture•38m ago•0 comments

Building Saver Insights: Turning particles into a graph

https://up.com.au/blog/saver-insights/
1•0neSe7en•39m ago•0 comments

Elon Musk pours $366M into midterm Republican campaigns

https://www.cnbc.com/2026/10/22/elon-musk-midterm-election-spacex-tesla.html
6•Alien1Being•41m ago•1 comments

GitHub now uses a generic avatar instead of "Identicons" for new profiles

5•winkelmann•42m ago•1 comments

OpenAI trims valuation target after pitching higher price

https://www.ft.com/content/bb564eb1-79d4-4694-aa24-1155202a9abc
2•Alien1Being•42m ago•0 comments

DisplaySwitcher

https://nebulasoftware.com/product/displayswitcher/
1•BoydEdmondson•43m ago•0 comments

Geoffrey Hinton: 'I think there's a 1% chance it will destroy us'

https://english.elpais.com/science-tech/2026-10-21/geoffrey-hinton-the-godfather-of-ai-im-not-a-d...
1•geox•46m ago•0 comments

Attie

https://attie.ai/login
1•jcbhmr•46m ago•0 comments

US appeals court ejects judge from case over AI errors

https://www.reuters.com/legal/government/appeals-court-lifts-block-mississippis-dei-ban-ejects-ju...
4•droidjj•47m ago•0 comments

Integrating Better with Other ATProto Services

https://blog.wisp.place/posts/integrating-atproto/
1•jcbhmr•47m ago•0 comments

Canva's image model reaches #4 on Design Arena

https://twitter.com/DesignArena/status/2113349031762268476
1•dannyw•50m ago•0 comments

AI Is Changing Everything About Hacking. No One Knows What Happens Next

https://www.404media.co/php2shell-black-october-ai-is-changing-everything-about-hacking-no-one-kn...
2•carwil•51m ago•0 comments

PHP2Shell Services

https://php2shell.censys.com
2•cdrnsf•52m ago•0 comments

DuckDB 2.0 and the Query Farm extension repository

https://query.farm/blog/duckdb-2-query-farm-repository/
1•rustyconover•53m ago•0 comments