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

Failfs

https://docs.kernel.org/next/filesystems/failfs.html
1•PaulHoule•1m ago•0 comments

Backpropagation step by step: the forward and backward pass

https://fremaconsulting.ch/blog/backpropagation
1•tohms•1m ago•1 comments

ARP Tell your network to explain itself

https://benjcal.space/blog/arp-tell-your-network-to-explain-itself/
1•birdculture•1m ago•0 comments

Paradise Lost, Diffed

https://quuxplusone.github.io/blog/2026/10/17/paradise-lost-diffed/
1•ibobev•1m ago•0 comments

Composite objects and C++26 the std:polymorphic type

https://mariusbancila.ro/blog/2026/10/18/composite-objects-and-cpp26-the-stdpolymorphic-type/
1•ibobev•2m ago•0 comments

The advantages of mobile Linux over AOSP

https://amosbbatto.wordpress.com/2026/10/19/the-advantages-of-mobile-linux-over-aosp/
1•amosbatto•2m ago•1 comments

The Problem with C++ Safety (Part 1): Why "It Works" Isn't Good Enough

https://www.modernescpp.com/index.php/cpp-and-memory-safety-part-1/
1•ibobev•3m ago•0 comments

Elizabeth Holmes Tricked Wired–and Everyone Else

https://www.wired.com/story/how-elizabeth-holmes-tricked-wired-and-everyone-else/
1•aray07•3m ago•0 comments

Migrations turn code itself into state

https://github.com/powertime-org/pgdeclare
1•powertime•4m ago•1 comments

Spending 10 months building the most human-like chess bot

https://mbuffett.com/posts/most-human-chess-bot
1•marcusbuffett•5m ago•1 comments

The Code Multiplexer Universe

https://hem.so/multiplexers
1•hodanli•8m ago•0 comments

ADHD, autism and the sensory challenges hidden in everyday clothes

https://www.bbc.com/news/articles/cmkge3q5p2gqo
1•bookofjoe•8m ago•1 comments

Show HN: Driftwatch – breaking-change alerts for the third-party APIs you call

https://driftwatch.et
1•asgerami•9m ago•0 comments

Tom Kincaid: PostgreSQL 19: What Changed, What Matters, and What to Test Now

https://www.enterprisedb.com/blog/postgresql-19-what-changed-what-matters-and-what-test-now
1•hncbw02z5a•9m ago•0 comments

Muse by Meta Terms of Use: What a Regular User Needs to Know

https://lucasaguiar.xyz/posts/muse-meta-termos-de-uso-problemas-responsabilidade/
1•isfttr•10m ago•0 comments

Milos Raonic: Wimbledon finalist to investment banker at Goldman Sachs

https://www.thetimes.com/sport/tennis/article/milos-raonic-andy-murray-goldman-sachs-2wqdm8xgl
1•vismit2000•11m ago•0 comments

One Big Text File – Your entire life in one text file

https://obtf.ru/en/
1•eustoria•13m ago•0 comments

StreetComplete v64.0 with iOS Support Released

https://github.com/streetcomplete/StreetComplete/releases/tag/v64.0
1•mfsch•14m ago•0 comments

ImageFlow – a Photoshop-class image editor in the browser

https://imageflow.dev/
1•eustoria•14m ago•0 comments

TP-Link and Key Tronic Sign Letter of Intent to Bring Router Assembly to the US

https://www.businesswire.com/news/home/20261019354252/en/TP-Link-Systems-Inc.-and-Key-Tronic-Sign...
2•kotaKat•15m ago•0 comments

Show HN: Destruction Therapy – a bottle-smashing physics sandbox in the browser

https://drypage.app/game/
1•KegelHero•15m ago•0 comments

AI Runs into Its Next Big Obstacle: Insurance

https://www.wsj.com/tech/ai/ai-runs-into-its-next-big-obstacle-insurance-8b2d4556
1•mooreds•16m ago•0 comments

Blanc Mail – A little less inbox

https://blanc.day/mail
1•eustoria•16m ago•0 comments

Show HN: Celorga – A portable re-implementation of Org for you and your agents

https://github.com/aviaviavi/celorga
2•aviaviavi•17m ago•0 comments

DeepSeek banned from U.S. federal civilian agencies under new DHS order

https://public-inspection.federalregister.gov/2026-21447.pdf
2•cmrdporcupine•19m ago•2 comments

Microsoft pulls out of UK's largest AI data centre

https://www.bbc.co.uk/news/articles/c9m26kl5y7epo
2•HatchedLake721•20m ago•0 comments

Indians' rights have been chipped away for decades

https://www.economist.com/asia/2026/10/18/indians-rights-have-been-chipped-away-for-decades
2•privacyishuman•23m ago•0 comments

Vendor Hooks in the Android Kernel

https://lwn.net/Articles/1098493
1•hn9zmdcaou•24m ago•0 comments

Components Are Dead; and Now for Something Different

https://www.wix.engineering/post/components-are-dead-and-now-for-something-completely-different
1•yoava•24m ago•0 comments

AI and the future of human made music (2023)

https://www.furious.com/perfect/artificialintelligencemusic.html
1•LichenStone•25m ago•1 comments