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Gnome 51 Released with Improved Frame Scheduling, Many App Improvements

https://www.phoronix.com/news/GNOME-51-Released
1•tuhtah•31s ago•0 comments

We killed our in-app AI chat and made the agent a first-class user

https://sensefold.app/blog/agent-as-first-class-user
1•gomilesfd•48s ago•0 comments

Omarchy on Mac

https://github.com/omacom/omarchy-mac
1•popzxc•2m ago•0 comments

Whiteboard Defense

https://twitter.com/mitchellh/status/2100249348345057389
1•tosh•2m ago•0 comments

Show HN: Ivx/AI Chat, AI client that doesn't track you (with a better GUI imo)

https://ai.ivx.run/
1•0xcrypto•2m ago•0 comments

As Someone Who Has Written This Blog Post,

https://zachholman.com/posts/llm-writing
1•holman•3m ago•0 comments

Numerical Tours

https://www.numerical-tours.com/python/
1•efavdb•6m ago•0 comments

IPC Panic, a 4-call kernel panic in Apple XNU, up to macOS and iOS 26 included

https://seriot.ch/security/ipc_panic.html
2•beefburger•7m ago•0 comments

Inside the MIT Report on How AI Is Eroding Campus Culture

https://learningcurve.fm/episodes/inside-the-mit-report-on-how-ai-is-eroding-campus-culture/trans...
1•learningcurv•8m ago•1 comments

GitMir just released Vibe, it's like Claude on steroids

https://gitmir.com/products/vibe
2•venediktov•9m ago•0 comments

Mercury Books – Accounting Software Built into Your Bank Account

https://mercury.com/books
1•tortilla•9m ago•0 comments

Hacking a Xiaomi Mi Band 4 to Run Super Mario Bros

https://blog.qwertyforce.dev/posts/miband4_nes
1•qwertyforce•9m ago•0 comments

Fedora 45 beta drags the Linux console into the 21st century

https://www.theregister.com/software/2026/09/16/fedora-45-beta-drags-the-linux-console-into-the-2...
1•DemiGuru•9m ago•0 comments

AI Agents Work. So Why Is Memory Becoming a Problem?

https://medium.com/@majid.fekri/your-ai-agents-work-so-why-is-memory-becoming-a-problem-1fb30f01ff9c
1•supportm•11m ago•0 comments

Show HN: LaunchPad-Lite – Open-Source Next.js 15 with Better Auth and Drizzle

https://github.com/BZDevelopments/LaunchPad-Lite
1•BZDevelopments•11m ago•0 comments

Show HN: OpenDocBot – bring your own model to Word, Excel and PowerPoint

https://opendocbot.com/
2•dgf18•12m ago•0 comments

Agents: The New, New Kingmakers

https://redmonk.com/sogrady/2026/09/16/new-new-kingmakers/
2•john_cogs•12m ago•0 comments

An Educational GEMM Ladder for Helios GPUs

https://rocm.blogs.amd.com/software-tools-optimization/hipkittens-gemm-ladder/README.html
1•matt_d•12m ago•0 comments

Lumai Iris – First Optical Computing System

https://lumai.ai
2•cednore•13m ago•0 comments

Jev means structured output is interesting again

https://www.seangoedecke.com/jev-means-structured-output-is-interesting-again/
1•sylvainkalache•14m ago•0 comments

What is LLMjacking, and why should IT pros care?

https://www.itbrew.com/stories/what-is-llmjacking-and-why-should-it-pros-care
1•mooreds•14m ago•0 comments

Column built an issuer processor from scratch

https://column.com/card-issuing/
1•Matthalp•15m ago•0 comments

Set aside human extinction hypotheticals: can we keep AI from persisting itself?

https://keydiscussions.com/2026/09/16/set-aside-human-extinction-hypotheticals-can-we-prevent-ai-...
1•spenvo•16m ago•0 comments

Elon Musk Trains His Political Chaos Machine on the U.K

https://www.wsj.com/world/uk/elon-musk-uk-politics-9aba87a5
5•JumpCrisscross•17m ago•0 comments

Vira: Parking control and vehicle registration platform for Norway

https://mutaz.no/prosjekter/kjoretoyregistrering-rapportering
1•qivra•18m ago•0 comments

Digit 5 Sets a New Bar for Humanoid Robot Safety

https://spectrum.ieee.org/humanoid-robot-safety
1•rbanffy•22m ago•0 comments

A.I.'S Effect on the Work Force Is Showing Up in Wages

https://www.nytimes.com/2026/09/16/business/ai-raises-hiring.html
1•marojejian•24m ago•3 comments

Combino – AI-Powered Daily Word Game

https://combino.io/
1•barbierocks•25m ago•0 comments

With 1 Extension: $20K in Bounties from Anthropic, Perplexity, Google, Microsoft

https://forever.security/blog/bragjack-hijacking-5-browsers-via-built-in-ai-assistants/
8•galwm•25m ago•5 comments

Nobel Laureate Michael Kremer Picked as World Bank Top Economist

https://www.bloomberg.com/news/articles/2026-09-16/nobel-laureate-michael-kremer-picked-as-world-...
1•paulpauper•26m ago•0 comments
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