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Tool2Agent – a protocol for LLM tool feedback workflows

https://tool2agent.org/
1•klntsky•1h ago

Comments

klntsky•1h ago
This is a set of conventions and types that streamline some approaches I came up with while building LLM workflows.

LLM tool feedback systems are under-developed, and the reason for that is the lack of well defined interfaces.

tool2agent is a concrete set of such interfaces to build on top of.

Right now, AI SDK bindings are available.

If you are an LLM workflow developer, take a look at this example of a conversational chatbot:

https://github.com/tool2agent/tool2agent/blob/4cf340f77aa92e...

Here's a more detailed writeup: https://x.com/klntsky/status/1986816754241487251

Installing Gnome on OpenBSD 7.8

https://btxx.org/posts/openbsd-gnome/
1•bradley_taunt•1m ago•0 comments

The streak of not opening Instagram

https://kevin3010.github.io/productivity/2025/11/07/The-streak-of-not-opening-an-instagram.html
2•_spaceatom•2m ago•0 comments

The Foundation You Can't Outsource

https://blog.namar0x0309.com/2025/11/the-foundation-you-cant-outsource/
1•Elizer0x0309•2m ago•0 comments

Kimi K2 Thinking: How to Run Locally

https://docs.unsloth.ai/models/kimi-k2-thinking-how-to-run-locally
1•danielhanchen•3m ago•0 comments

Things I've Heard Boomers Say That I Agree with 100%

https://wildingout.substack.com/p/12-things-ive-heard-boomers-say-that
1•ripe•4m ago•0 comments

Researchers detail legible software, better than vibe coding

https://www.theregister.com/2025/11/07/researchers_detail_legible_software_model/
1•BerislavLopac•6m ago•0 comments

Majority of mumps cases are among the vaccinated, CDC finds

https://www.nbcnews.com/health/health-news/majority-mumps-cases-are-vaccinated-cdc-finds-rcna6482
1•bilsbie•6m ago•0 comments

Multitron – CLI PHP task orchestrator for big syncs and batch jobs

https://github.com/riki137/multitron
1•riki137•10m ago•1 comments

Ask HN: Would you use an AI assistant to create pull requests while you sleep?

1•narayanahari•13m ago•0 comments

Trump Media's quarterly loss widens as costs soar

https://www.reuters.com/business/media-telecom/trump-medias-quarterly-loss-widens-costs-soar-2025...
1•giuliomagnifico•14m ago•0 comments

Layanan pusat bantuan bws mobile (0851)"6999"7238

1•Kecambah•15m ago•0 comments

Show HN: C++ Quantum Simulator written from scratch

https://github.com/braketware/hilbert-qusim
1•lofri•16m ago•0 comments

Why hasn't there been a new major sports league?

https://humaninvariant.substack.com/p/why-hasnt-there-been-a-new-major
1•surprisetalk•16m ago•0 comments

Photosynthesis photography: Making images with living plant leaves [video]

https://www.youtube.com/watch?v=-qETedzsFIE
1•surprisetalk•16m ago•0 comments

A selection of my favorite game instruction manuals

https://alexanderbjoy.com/favorite-game-manuals/
1•surprisetalk•16m ago•0 comments

While vaping is not risk-free, it is less harmful than tobacco

https://ourworldindata.org/vaping-vs-smoking-health-risks
1•surprisetalk•16m ago•1 comments

BYD doubles down on LFP batteries, safety first for China's EVs

https://carnewschina.com/2025/11/07/byd-doubles-down-on-lfp-batteries-safety-first-for-chinas-evs/
1•xbmcuser•21m ago•0 comments

Institutions That Accept Duolingo English Test

https://englishtest.duolingo.com/test_takers/accepting_institutions
1•throwoutway•22m ago•0 comments

Masalah transaksi pending bws mobile (0851)"6999"7238

1•kecubung•22m ago•0 comments

LLMs Position Themselves as More Rational Than Humans

https://arxiv.org/abs/2511.00926
1•ascorbic•22m ago•0 comments

The Business of the Culture War

https://sites.harvard.edu/aakaash-rao/job-market-paper/
1•layer8•23m ago•0 comments

Haunted by Brightline

https://www.miamiherald.com/news/local/article312597117.html?giftCode=8bf3dc56be79491d7be4c2a5103...
1•maxerickson•25m ago•0 comments

DNA pioneer James Watson dies at 97

https://www.bbc.com/news/articles/cyr70zznpjxo
1•northlondoner•25m ago•0 comments

Share some thoughts AI in construction

1•Kimanchuk•29m ago•0 comments

Modernizing the interfaces that serve everyday citizens

https://ndstudio.gov/
1•elsewhen•33m ago•0 comments

AMD warns the Intel and Nvidia partnership is a risk to its business

https://www.tomshardware.com/tech-industry/amd-warns-intel-nvidia-partnership-is-a-business-risk-...
2•giuliomagnifico•37m ago•0 comments

AI Data Center Mania Is 'Epic Bubble,' Says Brad Conger [video]

https://www.youtube.com/watch?v=WK7wNRs5G68
2•nabla9•37m ago•0 comments

Interesting SPI Routing with iCE40 FPGAs

https://danielmangum.com/posts/spi-routing-ice40-fpga/
1•hasheddan•37m ago•0 comments

Building Language Towers with Ziggurat

https://www.cambridge.org/core/journals/journal-of-functional-programming/article/building-langua...
1•andsoitis•41m ago•0 comments

Weather disasters limit prosperity, also for many industrialised countries

https://www.munichre.com/en/insights/natural-disaster-and-climate-change/weather-disasters-in-ind...
1•layer8•43m ago•0 comments