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

AI can now control Reaper DAW

https://github.com/xDarkzx/Reaper-MCP/tree/main/reaper_mcp/tools
2•DanHodgetts•3m ago•1 comments

Show HN: Senbonzakura – remove the safety guardrails from open AI models

https://github.com/elementmerc/senbonzakura
2•ElementMerc•3m ago•0 comments

M-PESA cornered the market in Kenya (2024)

https://www.wbs.ac.uk/news/how-mpesa-cornered-the-market/
2•zeristor•4m ago•0 comments

Using AI to build your own software

https://lemire.me/blog/2026/07/16/using-ai-to-build-your-own-software/
1•ingve•5m ago•0 comments

Show HN: I applied for a position at PostHog, so I built a game

https://www.alexis-fournier.com/hognarok/
1•alxfrnr•7m ago•0 comments

Principia Artificialis Open mathematical research program onthe theory of AI

https://github.com/holland202/Principia-Artificialis
1•badatchess•7m ago•0 comments

SpaceX scrubs Starship launch after some of its engines didn't start

https://arstechnica.com/space/2026/07/spacex-scrubs-starship-launch-after-some-of-its-engines-did...
2•rbanffy•11m ago•0 comments

Tell HN: AWS said I was projected to spend $5B this month on my personal account

2•throwaway_5753•13m ago•0 comments

Which IELTS writing scorer is more accurate? A test on 73 official responses

https://ieltswritingchecker.org/blog/ielts-writing-checker-accuracy-study
1•iamin•14m ago•0 comments

AxiomProver at IMO 2026 (perfect score)

https://github.com/AxiomMath/IMO2026
1•chaoxu•15m ago•0 comments

Compliant-Mechanism Mattress for Preventing Pressure Ulcers – First Prototype [video]

https://www.youtube.com/watch?v=KfIB_e_6rzY&list=PLWeErkRyxkhJLAOiogjiNLPDU5KPlRVwm
1•o4c•17m ago•0 comments

Representations of Power and Rarity (2026)

https://icely.neocities.org/articles/representations-of-power-and-rarity
1•icely•17m ago•0 comments

Show HN: Monocoque – ZMTP 3.1 (ZeroMQ) messaging library in pure Rust

https://github.com/vorjdux/monocoque
1•vorjdux•19m ago•0 comments

Show HN: Prompts for Self-Help

https://plastithink.com/
1•andsko•20m ago•0 comments

Nvidia Showcases Japanese AI Development Built on Nemotron Models

https://www.hpcwire.com/off-the-wire/nvidia-showcases-japanese-ai-development-built-on-nemotron-m...
1•rbanffy•21m ago•0 comments

End of Line: Replacing MCP with Standard Filesystem Tools

https://www.sicpers.info/2026/07/end-of-line-replacing-mcp-with-standard-filesystem-tools/
1•ingve•22m ago•0 comments

New Viking music Odin´s eye

https://open.spotify.com/track/5HvBJ2KBGetjlIeMJiJq8b
1•mrhappypappy•22m ago•0 comments

Porous material harvests water from the air and enable energy-efficient cooling

https://www.uni-kiel.de/en/university/details/news/kieler-material-gewinnt-trinkwasser-aus-luft-u...
1•geox•24m ago•0 comments

I Owe My Life to the Commodore 64

https://www.goto10retro.com/p/i-owe-my-life-to-the-commodore-64
4•ingve•24m ago•0 comments

AWS: Inaccurate Estimated Billing Data - $1.7 BILLION

6•nprateem•27m ago•7 comments

Ask HN: What are your plans for the Future?

3•aneesharasannan•27m ago•2 comments

AWS Investigating Inaccurate Billing Data

https://twitter.com/AWSSupport/status/2078037531036172430
8•andystanton•27m ago•6 comments

Harica: Issuance of Server TLS Certs with ClientAuth KeyPurposeID Against CP/CPS

https://bugzilla.mozilla.org/show_bug.cgi?id=2055551
1•Animux•30m ago•0 comments

An Assessment of How AI Models Protect Free Expression

https://www.oversightboard.com/news/are-llms-stifling-political-speech-an-assessment-of-how-ai-mo...
2•huhkerrf•34m ago•0 comments

World models can now read your mind! All you have to do is connect your data

https://reactor.onairos.io/daydream
1•BlasianHokage•36m ago•0 comments

SREs to AI Agents: Prove Yourself Before You Touch Production

https://www.nextplatform.com/control/2026/07/15/sres-to-ai-agents-prove-yourself-before-you-touch...
2•rbanffy•37m ago•0 comments

Mu – APIs for Agents

https://micro.mu/developers/
1•asim•39m ago•0 comments

Scanning for Pangram Errors

https://veryfineprint.substack.com/p/scanning-for-pangram-errors
1•jsnell•39m ago•0 comments

Ask HN: Do you say please and thank you to your LLMs?

5•healthworker•41m ago•9 comments

Where is your GitHub network building from?

1•ThierryRkt•43m ago•0 comments