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

Microsoft event debuts new AI-friendly hardware and Windows changes

https://arstechnica.com/gadgets/2026/10/microsoft-event-debuts-new-ai-friendly-hardware-and-windo...
1•rlv-dan•4m ago•0 comments

Mathematics Is Not Real

2•RAWGOD•8m ago•0 comments

Studying metagaming latents in language models

https://alignment.openai.com/metagaming-latents/
1•Klaster_1•10m ago•0 comments

Hawaiian Harmony Reviews and Complaints 2026 ( Read Before Buying)

https://script.google.com/macros/s/AKfycbwa0L-VYEKBZYw-ZwhH_9RStnRil53WbgddYtT5ySEQ6xLMnVSa_WBcue...
1•tasyhauq•17m ago•0 comments

The state of the tech industry in 2026

https://newsletter.pragmaticengineer.com/p/the-state-of-the-tech-industry-in
3•qikouki•18m ago•1 comments

Steve Krouse's Readme

https://stevekrouse.com/readme
2•Curiositry•18m ago•1 comments

The nuclear clock has begun ticking

https://www.eurekalert.org/news-releases/1146229
2•geox•19m ago•0 comments

Xeal to Launch Edge Inference Compute Using Idle EV Charging Capacity

https://www.businesswire.com/news/home/20260918640145/en/Xeal-to-Launch-Laitent-Worlds-First-Edge...
1•JumpCrisscross•21m ago•0 comments

The Hagedorn Temperature (2003)

https://cerncourier.com/a/the-tale-of-the-hagedorn-temperature/
3•EA-3167•28m ago•0 comments

Tools Ecosystem

https://100r.ca/site/tools_ecosystem.html
2•andsoitis•30m ago•0 comments

Rabbit Waves

https://rabbitwaves.ca/
2•andsoitis•31m ago•0 comments

Death Grips – The Story You Never Knew

https://www.youtube.com/watch?v=Wv0lDc5XpH0
2•rasengan0•41m ago•0 comments

Show HN: Pacer – will your AI coding subscription last until the reset?

https://github.com/dkremsa/claude-pacer
2•dkremsa•42m ago•0 comments

AI Changed the Team, Not the Process

https://www.compile.la/ai-changed-the-team-not-the-process/
1•dalfonso•42m ago•0 comments

Language-model ratings of depression reflect the rater more than the patient

https://arxiv.org/abs/2610.08501
1•sbulaev•46m ago•0 comments

An Upper Bound of 9/4 for the Matrix Multiplication Exponent [pdf]

https://github.com/openai/math/blob/main/preprints/Matrix-Multiplication-Nine-Fourths-October-2-2...
1•theanonymousone•46m ago•0 comments

In Defense of White Chocolate

https://www.gourmetboutique.net/blogs/tasting-room/17250051-in-defense-of-white-chocolate
1•JumpCrisscross•48m ago•0 comments

I Will Wait

https://throwawaythoughts.blog/
1•campbellman•1h ago•0 comments

Alang Ship Breaking Yard

https://en.wikipedia.org/wiki/Alang_Ship_Breaking_Yard
1•vismit2000•1h ago•0 comments

Self-Modeling Interventions Modulate Emergent Misalignment

https://www.lesswrong.com/posts/7wrzfaiCq3u8xkY5G/self-modeling-interventions-modulate-emergent-m...
2•gmays•1h ago•0 comments

Towards Efficient HPC Systems for Agents: Challenges and Opportunities

https://arxiv.org/abs/2609.38723
1•matt_d•1h ago•0 comments

The Science That Has Oil Companies Running Scared

https://www.nytimes.com/2026/10/06/opinion/oil-companies-supreme-court.html
4•thelastgallon•1h ago•1 comments

Show HN: A utility microservice for human trust

https://futex.rodmena.co.uk/
1•rodmena•1h ago•0 comments

The 3dfx Voodoo Turns 30 – interview with cofounder Ross Smith

https://www.club386.com/3dfx-voodoo-history-ross-smith-interview/
4•nickt•1h ago•0 comments

Mozilla met with Microsoft to discuss their harmful design practices

https://www.reddit.com/r/firefox/comments/1wzzk6l/mozilla_met_with_microsoft_to_discuss_their/
12•botanical•1h ago•1 comments

A 100x faster* alternative to homebrew

https://github.com/zerobrewhq/zerobrew
2•cachebag•1h ago•0 comments

Was the Human Gut Healthier in Ancient Times?

https://www.nytimes.com/2026/10/07/science/microbiome-evolution-hadza-tsimane.html
1•gumby•1h ago•1 comments

Paper Mono Typeface

https://paper.design/mono
3•miguel-muniz•1h ago•4 comments

Application compatibility layers are there for the customer (2010)

https://devblogs.microsoft.com/oldnewthing/20100311-00/?p=14643/
1•crispinh•1h ago•0 comments

A Categorical Analysis of LLMs and the Symbol Grounding Problem (2025)

https://arxiv.org/abs/2512.09117
2•rockwindmemento•1h ago•0 comments