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Mu-Silicium: community UEFI for ARM64 Consumer Devices

https://github.com/Project-Silicium/Mu-Silicium
1•cromka•1m ago•0 comments

Show HN: Pericentre, a 3D space atlas with continuous zoom

https://pericentre.com/
1•bluebit•4m ago•0 comments

Show HN: Route Claude Desktop to several accounts

https://github.com/jaynlabs/jaynshare
1•maxignol•5m ago•0 comments

Lost in Implicit Routing: How LLM Agents Fail to Load Relevant Skills at Scale

https://arxiv.org/abs/2610.18522
1•Betelbuddy•5m ago•0 comments

TypeScript compiler ported to C# via Codex (as proof of concept)

https://github.com/stepwisehq/typescript-dotnet
1•pjmlp•5m ago•0 comments

Russian firm launches ' first' crypto-to-bank payment service

https://rt-english.com/russia/647157-russia-global-payments-service/
1•thisislife2•8m ago•0 comments

Show HN: Doom running inside a JavaScript datagrid

https://toclocoinc.github.io/lattice-grid-demo-doom/
1•tonygoodchild•9m ago•0 comments

AppReviewer Preflight – Stop wasting days on avoidable App Store rejections

https://appreviewer.saposs.com
1•jimmy_lee•10m ago•0 comments

Show HN: Sonder, A free, open-source native Markdown editor for Mac

https://frizky.dev/products/sonder
1•frizkyK•13m ago•0 comments

TurboScribe AI – 100% Free Video to Text and Audio to Text

https://www.turboscribeai.com/
2•wsm123456•13m ago•1 comments

OpenAI pursues acquisition of Trail of Bits security firm

https://www.digitaltoday.co.kr/en/view/114554/openai-pursues-acquisition-of-trail-of-bits-securit...
1•geox•16m ago•0 comments

Using Jev for E2E tests in non-deterministic flows

https://www.qawolf.com/blog/semantic-assertions-using-jev
2•feronull•19m ago•0 comments

Soniqo Mimi, home companion robot [video]

https://www.youtube.com/shorts/Fsw5_pN2_kg
1•aufklarer•22m ago•0 comments

Ace-Step 1.5 Open-Source Music Generation Model

https://github.com/ace-step/ACE-Step-1.5
2•sanbor•22m ago•0 comments

Flasta Cut – cabinet cutting lists and sheet nesting in seconds

https://flastacut.com
1•solaton•24m ago•0 comments

1776 or 2026, Spot the Difference

https://etc.usf.edu/lit2go/audio/mp3/historic-american-documents-002-the-declaration-of-independe...
2•trilogic•24m ago•0 comments

European Cities Deploy Nvidia-Powered AI Agents to Run Smarter Urban Operations

https://blogs.nvidia.com/blog/european-cities-agents-urban-operations/
2•pretext•25m ago•0 comments

Show HN: Recreating Gemini Argon 3D demo using ExtrudeAI and FreeCAD

https://chat.extrudeai.com/
1•talatuyarer•27m ago•0 comments

Global Smartphone Shipments Hit a New Low with 20% YoY Decline

https://counterpointresearch.com/en/insights/global-smartphone-shipments-hit-a-new-low-with-20-pe...
1•StrLght•29m ago•0 comments

Environmental Exploitattion and Deception

https://ipdefenseforum.com/
1•bryanrasmussen•31m ago•0 comments

Why Sweden is abandoning its cashless society

https://uk.news.yahoo.com/why-sweden-abandoning-cashless-society-070000442.html
7•nephihaha•32m ago•2 comments

Show HN: Ruleherd – audits agent instruction files for contradictions and drift

https://github.com/princejain756/ruleherd
1•princejain756•32m ago•0 comments

The End of the Era of Trust: An Essay on Voice Cloning

https://medium.com/@smoking2man/the-end-of-the-era-of-trust-an-essay-on-voice-cloning-the-illusio...
1•Aldus551•32m ago•0 comments

An agent reviewing other agent's work

https://unbeholden.dev/blog/a-reviewer-for-my-agents
1•unbeholden•33m ago•0 comments

DAVx⁵ – CalDAV / CardDAV / WebDAV for Android

https://www.davx5.com/
1•artpar•35m ago•0 comments

Transflective LCD

https://en.wikipedia.org/wiki/Transflective_liquid-crystal_display
2•robalni•37m ago•0 comments

The Septopert: A Provably minimal nopert

https://github.com/tom7/noperts
2•robinhouston•39m ago•0 comments

Wireless magnetic millirobots that deliver medicine inside the beating heart

https://hub.jhu.edu/2026/10/12/magnetic-millirobots-cardiac-treatment/
1•giuliomagnifico•41m ago•0 comments

Show HN: Agent Identity – Identity and communication infrastructure for AI agent

https://www.agent-identity.dev/
1•naolketema55•41m ago•0 comments

A perceptual color space for image processing (2020)

https://bottosson.github.io/posts/oklab/
1•xiaoyu2006•42m ago•0 comments
Open in hackernews

Ask HN: How to deal with just being a PR reviewer for LLMs nowadays

2•zuInnp•56m ago
I know .. architecture is important and yes it is also fun to figure it out, but apart from that all that was fun for me is done by AI nowadays and I am basically a PR reviewer for Claude now.

And I hate it. I am looking at a terminal window half of the day and have to figure out what the LLM wants to do ... depending on much Anthropic nervs the model, this can be easy or it still invents words and I have to check every detail.

My brain feels like it is getting cooked after a couple of hours, but the work day is only half done.

How do you guys deal with this?

Comments

gosen•33m ago
I've heard the same concern from multiple fellow engineers recently. It also often comes with a fear that they'll be doing only "boring PRs review" in the future, or even worse - that their AI agents will be just talking to other engineers AI agents without involving humans :/

I believe it's really important to stop reading every line of code during the PR review and go one level higher. Work on the guardrails, security, creative parts of the architecture, challenge architectural decisions of your AI setup and learn. It's also often related to the lack of trust to the code generated by your setup, if you don't believe it then you spend a lot of time finding issues without actually improving anything.

Once you built a trust in what your AI generates, then you can skip many boring parts and focus on more creative things (or whatever you like more).

Btw if you don't like looking at a terminal window half a day then create a better interface in your setup - it can be better storytelling, diagrams, visuals, charts, whatever you like to make it feel better :)

Personally I'm more into diagrams and flows, so I try to turn every PR review into higher level flow analysis where I can predict what might be wrong, architecture flaws and so on instead of reading every line of code.