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Is the future of AI agents code generation or direct interpretation?

https://www.linkedin.com/pulse/future-here-ai-builds-software-real-time-how-weve-been-mat%C3%ADas-molinas-euksf
2•matiasmolinas•1h ago

Comments

matiasmolinas•1h ago
The release of Anthropic's "Imagine with Claude" is fascinating. It shows a model that doesn't generate code to build a UI; it uses tools to construct the UI directly. This feels like a major shift from the "AI as a copilot" paradigm to "AI as a runtime." This has been a core question behind an open-source project I've been working on with Ismael Faro, called LLMunix https://github.com/EvolvingAgentsLabs/llmunix . Our approach is to build an entire OS for agents where the "executables" are not binaries, but human-readable Markdown files. The LLM interprets these files to orchestrate complex workflows. The linked article is my analysis of these two approaches. It argues that while direct interpretation is incredibly powerful, an open, transparent, and auditable framework (like our Markdown-based one) is crucial for the future of agentic systems. Curious to hear what HN thinks. Are we moving towards a future where LLMs are the OS, and if so, what should the "assembly language" for that OS look like?
lawlessone•1h ago
I think my OS should be deterministic.

The Moon in Japanese Mythology and Culture

https://www.tokyoweekender.com/art_and_culture/japanese-culture/the-moon-in-japanese-mythology-an...
1•PaulHoule•2m ago•0 comments

My 4-Step Study Plan for Passing the AWS Solutions Architect – Associate

https://webdev-sb.blogspot.com/2025/09/my-4-step-study-plan-for-passing-aws.html
1•typesafeJ•3m ago•0 comments

Conventional Commits Considered Harmful

https://larr.net/p/cc.html
1•lr0•5m ago•0 comments

Boeing Has Started Working on a 737 MAX Replacement

https://www.wsj.com/business/airlines/boeing-has-started-working-on-a-737-max-replacement-40a110df
2•jrpelkonen•6m ago•0 comments

Proxmox 9 made unprivileged LXCs pointless for QuickSync users

https://blog.ktz.me/proxmox-9-made-unprivileged-lxcs-pointless-for-quicksync-users/
1•alexktz•8m ago•0 comments

Far Lands or Bust

https://en.wikipedia.org/wiki/Far_Lands_or_Bust
1•enthdegree•9m ago•0 comments

How CRISPR gene editing could help treat Alzheimer's

https://www.nature.com/articles/d41586-023-03931-5
1•bookofjoe•14m ago•1 comments

Microsoft offers no-cost Windows 10 lifeline

https://techxplore.com/news/2025-09-microsoft-windows-lifeline.html
3•wglb•16m ago•0 comments

Million-year-old skull could change human evolution timeline

https://phys.org/news/2025-09-million-year-skull-human-evolution.html
1•wglb•19m ago•0 comments

Why is Google charging me $5-10 per click for my own brand name searches

2•hypeaccount•23m ago•0 comments

OpenAI's Tailor Assist [video]

https://www.youtube.com/watch?v=mWeVr6f50V0
1•61j3t•24m ago•0 comments

-Convert HTML to Markdown

https://e2md.onesolo.app/
2•henrybit•28m ago•0 comments

Modern Font Stacks

https://modernfontstacks.com/
1•surprisetalk•29m ago•0 comments

Some dogs can classify their toys by function

https://arstechnica.com/science/2025/09/some-dogs-can-classify-their-toys-by-function/
3•pseudolus•36m ago•0 comments

Seismic evidence for oceanic plate delamination offshore Southwest Iberia

https://www.nature.com/articles/s41561-025-01781-6
2•karlzt•38m ago•0 comments

A Billionaire's Plan to Reach Another Star Fell Apart

https://www.scientificamerican.com/article/the-quiet-demise-of-breakthrough-starshot-a-billionair...
4•CommenterPerson•44m ago•1 comments

The engineers behind Raspberry Pi 500+

https://www.raspberrypi.com/news/meet-the-engineers-behind-raspberry-pi-500-plus/
2•sohkamyung•47m ago•0 comments

The high-speed plan for interstellar travel

https://spectrum.ieee.org/high-speed-interstellar-travel
1•pseudolus•48m ago•0 comments

Stupid jj Tricks

https://andre.arko.net/2025/09/28/stupid-jj-tricks/
3•charles_irl•49m ago•0 comments

YouTube agrees to pay Trump $24.5M to settle lawsuit over suspended account

https://www.cnbc.com/2025/09/29/youtube-to-pay-trump-24point5-million-to-settle-lawsuit-over-susp...
7•pseudolus•50m ago•1 comments

Oxford might be best described as a city of books

https://thecritic.co.uk/timeless-temples-of-the-written-word/
1•pepys•53m ago•0 comments

Another Sampling Technique

https://buttondown.com/jaffray/archive/another-sampling-technique/
1•ibobev•54m ago•0 comments

Show HN: WebRTC LAN Baby Monitor for iOS and iPadOS

https://apps.apple.com/au/app/baby-monitor-lullamon/id6752753231
3•ryan-a•56m ago•0 comments

California bill regulating top AI companies signed into law

https://www.nbcnews.com/tech/tech-news/ai-law-california-ca-companies-regulation-newsom-rcna234562
2•voxadam•58m ago•0 comments

Apple Is Preventing Modded iPhone Air Storage Upgrades Through Soldering

https://wccftech.com/apple-preventing-modded-iphone-air-storage-upgrades/
2•stevefan1999•1h ago•0 comments

EA will be a different company under private ownership

https://arstechnica.com/gaming/2025/09/how-private-ownership-will-change-electronic-arts/
4•mmphosis•1h ago•0 comments

Test Driven Development: Bad Example

https://theaxolot.wordpress.com/2025/09/28/test-driven-development-bad-example/
2•birdculture•1h ago•0 comments

Swollen Galaxy Ring battery gets stuck on finger, leads to hospital visit

https://9to5google.com/2025/09/29/swollen-galaxy-ring-battery/
2•jerlam•1h ago•2 comments

Claude Agent in JetBrains IDEs

https://blog.jetbrains.com/ai/2025/09/introducing-claude-agent-in-jetbrains-ides/
4•icar•1h ago•0 comments

StockApp Is Hiring

https://jobs.gem.com/stockapp-com/am9icG9zdDrn6SMHftuUvPVUl3Uvxzhc
1•byuson•1h ago•1 comments