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Show HN: Pandora M1, a distributed training GPU monitor box

https://blog.christianperone.com/2026/10/pandora-m1-a-training-monitor-box-64-nodes-x-8-gpus-supp...
1•perone•1m ago•0 comments

Show HN: Claude Plays the Piano from Braille

https://github.com/chris-mccoy/gottschalk-tarantelle
1•mccoyc•2m ago•0 comments

Somebody please stop the spam texts

https://notes.npilk.com/stop-the-spam-texts
2•npilk•4m ago•0 comments

A dated, inspectable AI citation checker (no fake rankings)

https://citysignal.date/
1•atybelast•5m ago•0 comments

The Half-Life of an Instruction

https://digitaliziran.si/2026/10/26/the-half-life-of-an-instruction.html
1•gregman1•6m ago•0 comments

Unit tests mark territory more than squash bugs

https://yosefk.com/blog/unit-tests-mark-territory-more-than-squash-bugs.html
1•o_nate•7m ago•0 comments

Why I'm growing my Vancouver AI company in Taiwan and Europe instead of the U.S.

https://bcbusiness.ca/business/tech-science/opinion-vancouver-ai-company-taiwan-europe/
17•ClearwayLaw•9m ago•1 comments

Init – a Rust agent harness that recompiles and hot-swaps its own core mid-task

https://initlabs.si/
1•nagi_builds•10m ago•0 comments

Hacker News Semantic Map

https://atlas.nomic.ai/data/andrewgao22/hacker-news/map
1•Betelbuddy•11m ago•0 comments

Z2ram from Former Intel CEO

https://www.theregister.com/systems/2026/10/26/former-intel-ceo-pat-gelsinger-bets-on-nagare-labs...
1•gigatexal•12m ago•0 comments

Third Risk

https://thirdrisk.org/
2•xiaoyu2006•12m ago•0 comments

Show HN: Freedraw – free Excalidraw with accounts and Google Docs-style sharing

https://freedraw.sh/
1•vklmn•13m ago•0 comments

What Happened to the Neanderthals?

https://www.nytimes.com/2026/10/26/science/what-happened-to-the-neanderthals.html
2•Hooke•14m ago•0 comments

Show HN: Reddit Stock Chatter Is Best Shorted

https://morethanamachine.com/posts/reddit-stock-spikes-llm-policy-replay/
1•reddmachine•14m ago•0 comments

Neuron Explorer for Qwen3.5-4B: See every neuron at work, make targeted edits

https://github.com/lyramakesmusic/neuron-explorer
1•Schlagbohrer•15m ago•0 comments

Introductions and the "Forward Intro Email"

https://also.roybahat.com/introductions-and-the-forward-intro-email-14e2827716a1
2•bigwheels•15m ago•1 comments

Patent Strategy in the Age of AI – Dan Gelbart [video]

https://www.youtube.com/watch?v=v5d8nwgiSYI
1•f1shy•17m ago•0 comments

Ask HN: What would your Startup's Halloween costume be?

1•celestiallylvd1•17m ago•0 comments

Scaling self-hosted Convex: compilation of TypeScript Convex functions into WASM

https://convex-in-prod.github.io/posts/convex-wasm-compiler/
20•leventov•20m ago•0 comments

SLOP1039 – Ruin: A First Course in Losing Money

https://comp4020-agentic-coding-studio.github.io/comp4020-ass2-wuyimin362-sudo/
1•jruohonen•24m ago•0 comments

Magic state cultivation on a superconducting quantum processor

https://arxiv.org/abs/2512.13908
1•kheal•24m ago•0 comments

An Interview with OpenAI's Richard Ho on Groundbreaking Jalapeño AI Chip

https://taekim.substack.com/p/an-interview-with-openais-richard
1•gmays•25m ago•0 comments

Microsoft offers voluntary buyout to 60k employees

https://finance.yahoo.com/technology/article/microsoft-offers-voluntary-buyout-to-60000-employees...
6•bluedino•27m ago•1 comments

Bronstein vs. Botvinnik: The Rivalry

https://lichess.org/@/RuyLopez1000/blog/bronstein-vs-botvinnik-the-rivalry/yFOCgsjq
1•fzliu•27m ago•0 comments

Guide: Choosing an Indoor Private 5G Architecture [pdf]

https://framerusercontent.com/assets/meg6goZeiCpFOjAroQfu1gYOk.pdf
1•y2so•28m ago•0 comments

nvidia/simready-assets

https://huggingface.co/datasets/nvidia/simready-assets
1•sheepscreek•29m ago•1 comments

Show HN: Websites designed by 10 AI models, ranked by 4,500 human votes

https://humansignal.com/taste-index
3•ReDeiPirati•29m ago•0 comments

DoorDash in Talks to Acquire Instacart

https://www.wsj.com/business/hospitality/doordash-is-in-advanced-talks-to-acquire-delivery-rival-...
3•imroot•30m ago•0 comments

Show HN: RDF 1.2 and Sparql 1.2 Developer Cheat Sheet

https://rdfandsparql.com/rdf12-sparq12-cheat-sheet
1•MKolchin•30m ago•0 comments

Show HN: Flowfile – Open-source visual ETL that round-trips to Python (Polars)

https://flowfile.io/
1•edwardeechoud•31m ago•1 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