Agentic AI Foundation
Key topics
The Agentic AI Foundation, launched by Block, Anthropic, and OpenAI, has sparked a lively discussion around the usability and effectiveness of its associated tools, particularly Goose, a CLI tool developed by Block. While some users, like ewoodrich, swear by alternative tools like OpenCode, others, such as maelito and pzo, share their frustrating experiences with Goose, citing poor UI and a clunky update process. In contrast, OpenHands CLI has reportedly seen significant improvements, with rbren pointing to its updated GitHub repository. The consensus seems to be that Claude Code is currently the most reliable agentic tool, with csomar noting that other tools often confuse the model and introduce bugs.
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Dec 9, 2025 at 3:00 PM EST
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Has it gotten better and good enough? I tried it a few months back and it was pretty crappy. And it's not because of bad models (I used it with the latest Claude at that time) but because of poor harness implementation and UI.
Is it worth trying the latest version to see how it compares with Claude Code? I want OSS, model agnostic implementation to win but I felt the odds are off then. I'd be happy to be proven wrong.
ok back to the point. Block is not trying to sell a frontier model, or Goose at all. As an open source enthusiast, I like this model (no pun intended). Features go where the prominent site or key contributors want, vs a commercial agenda. To get more practical, it was goose folks themselves who put themsemselves out there in tbench.ai and remain in the top 10
https://www.tbench.ai/leaderboard/terminal-bench/2.0
Does this invalidate poor experience on use cases. no way. However, there's a lot of work being done by block folks to help teach and share practice and get things together. I'm always looking for pure local everything and Mic is also super keen on this, Today? well it is like watching someone type each character at a time while your laptop melts. I don't think this invalidates the long term, but it acknowledges the short term.
Next, Goose doesn't care about you in a specific way. Literally there is a Claude agent so you can swap out the goosey parts if you like. It is clunky and I'm personally looking into aligning that interop via Zed's ACP. I think like the combination of openness and not having any angle.. like not anti claude, literally give you a way to use it.. is telling.
This is a ramble and maybe a waste of your context, but I hope it colors some things and will get to see you around.
Appreciate the thoughtful take here.
I use Claude Sonnet 4.5, Gemini 3 Pro Preview, and GPT 5/5-mini with great results on OC. I initially tried it so I could decouple from VS Code extensions while still using my Github Copilot plan like I had been with Roo Code/Kilo Code, but have branched out to also using it with the Claude Code backend and their free models as they come and go.
Definitely worth trying if you haven't picked it up recently.
MIT license and model agnostic
I’d also keep a close eye on Toad which is launching soon
"Bitcoin is about access, not speculation. It’s designed to be open, fast, low-cost, and free from centralized control. It’s meant to empower people"
https://blog.identity.foundation/block-contributes-to-dif/
https://tbd.website/
This company seems to be mocking itself.
This is the most amazing paragraph I think I have ever read, pure gold!
https://en.wikipedia.org/wiki/The_Million_Dollar_Homepage