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

At least we're warming the planet for a good reason

https://old.reddit.com/r/codex/comments/1vev2fl/vibecoded_ios_app_reached_35k_loc_and_i_no_longer/
1•johnnyApplePRNG•31s ago•0 comments

Real-time LuaTeX: Recompiling large documents in 1ms [video]

https://www.youtube.com/watch?v=C1gpjPm-Rns
1•eigenblake•3m ago•0 comments

Lego deploys Hubble Space Telescope as detailed desktop model

https://www.collectspace.com/news/news-080226a-lego-icons-hubble-space-telescope-details.html
1•Tomte•5m ago•1 comments

Startup Marketing 101

https://skeptrune.substack.com/p/startup-marketing-101
1•iacguy•7m ago•0 comments

ATS Resume Scorer and Cover Letter Generator – Matchflo

https://apps.apple.com/us/app/matchflo-ai-resume-tailor/id6786483718?mt=12
1•jsrothwell•8m ago•1 comments

Advanced Harmonic Analysis in Roundness Metrology

https://www.taylor-hobson.com/resource-center/blog/2020/september/advanced-harmonic-analysis-in-r...
1•num42•12m ago•0 comments

ScalarDB: Universal HTAP Engine

https://github.com/scalar-labs/scalardb
1•feeblefakie•13m ago•0 comments

Personal taste fell out of fashion

https://www.theguardian.com/media/2026/jun/14/have-i-been-influenced-personal-taste-out-of-fashio...
1•herbertl•15m ago•0 comments

AI Agent Ecosystem Trends 2026 H1: Analysis of 15K+ Agents Submission

https://www.deepnlp.org/blog/ai-agent-marketplace-intelligence-report-2026-h1-trends-insights-eco...
1•aiagenta2z•17m ago•1 comments

Virtual Mac on Jailbroken M1/M2 iPad

https://github.com/nfzerox/VirtualMacOniPad
1•tech234a•19m ago•0 comments

Why Estonians invite strangers into their back gardens each summer

https://www.bbc.com/travel/article/20260731-why-estonians-invite-strangers-into-their-backyards-e...
1•koolhead17•22m ago•0 comments

I Helped Run Lululemon. Companies Need to Stop Kidding Themselves About A.I

https://www.nytimes.com/2026/08/03/opinion/ai-hype-tech-layoffs.html
1•joebuckwilliams•23m ago•4 comments

I asked Claude Opus to recreate The Matrix opening scene in Lego

https://marksmayo.github.io/lego-matrix/
1•beatthatflight•24m ago•4 comments

Tinytouch: Fingerprint Based Authentication for Apple

https://github.com/zimengxiong/tinytouch
1•Quizzical4230•24m ago•0 comments

Show HN: Manhwa AI – Create webtoons with consistent AI characters

https://www.manhwaai.net
1•era4d•31m ago•2 comments

Superbad.com if it came from the mind of an AI

https://stuff.do/
1•rogerdickey•38m ago•1 comments

JsxCore – A TSX/JSX View Engine for Asp.net Core

https://github.com/davidwhitney/JsxCore
1•vyrotek•47m ago•0 comments

Token use for exact prompt across models

https://twitter.com/jpschroeder/status/2081751862768717956
2•kappi•49m ago•1 comments

Telegram says app restored on Apple's App Store

https://www.reuters.com/business/retail-consumer/telegram-says-app-restored-apples-app-store-2026...
9•mfiguiere•57m ago•0 comments

A modern Saga/TCC orchestration engine for microservices

https://github.com/scalar-labs/scalardb-saga
2•feeblefakie•58m ago•0 comments

Show HN: Velokey – One Task API for Kling, Veo, Seedance, and Sora

https://velokey.ai
1•PaiDxng•1h ago•0 comments

Socket.dev warns about Rust Tokio library obfuscation

https://socket.dev/cargo/package/tokio
2•cwaffles•1h ago•0 comments

Eval-driven development: Lessons from evaluating GenAI at scale

https://medium.com/airbnb-engineering/eval-driven-development-lessons-from-evaluating-genai-at-sc...
3•simonpure•1h ago•0 comments

Billion-dollar property collapse highlights private credit danger

https://www.abc.net.au/news/2026-08-04/property-collapse-highlights-private-credit-danger-jon-adg...
2•kripy•1h ago•0 comments

Hollow-LLM Attack: Ghost Weights That Fool Zero-Knowledge LLM Verification

https://arxiv.org/abs/2607.28884
1•sbulaev•1h ago•0 comments

George Orwell's 1984 (Hinge Dating App)

https://www.spectator.com.au/2026/07/the-dark-truth-about-dating-apps-and-ai/
2•circumcised•1h ago•0 comments

QRiosity Killed the Cat

https://qriositykilledthecat.com
1•OccamsMirror•1h ago•1 comments

Palantir Shares Jump on 'Otherworldly' Sales, Improved Forecast

https://www.wsj.com/business/earnings/palantir-lifts-guidance-as-revenue-nearly-doubles-f4d79fa7
4•andsoitis•1h ago•2 comments

Full-Stack AI Engineer, Clinical Systems – NYC Based – Healthtech

https://alnuhealth.com/careers/full-stack-ai-engineer-clinical-systems
1•ben-scire•1h ago•2 comments

Telegram Removed from AppStore?

https://www.reddit.com/r/ios/s/RYlp8LKNdD
4•outcoldman•1h ago•1 comments