# 🔮 Fibery's take on AI (vision)

**URL:** <https://community.fibery.io/t/fiberys-take-on-ai-vision/10503>\
**Category:** News & Announcements\
**Created:** [March 6, 2026, 1:52pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503 "2026-03-06T13:52:02Z")\
**Posts on this page:** 20\
**Page:** 2

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**Author:** ![mdubakov](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/mdubakov/32/10_2.png) [@mdubakov](https://community.fibery.io/u/mdubakov)\
**Post date:** [March 26, 2026, 1:30pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/21 "2026-03-26T13:30:05Z")

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> [@Lee\_Denny](#):
>
> Fibery create a sandboxed UI builder where we can somehow use AI to create a view with pure code without any of the current limitations on how to display and manipulate data

We do have plans for this

> [@Lee\_Denny](#):
>
> Other examples from our team that were mentioned last week include bidirectional sync for google calendar and ability to display colours in rich text fields. Im sure there are many more in the community backlog too.

Here it is way more tricky. In general we will not allow external users to modify core things in Fibery. For 2-way sync we have to implement a proper framework and then it will be possible, but things like colors in rich text fields — most likely never.

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**Author:** ![Sev](https://avatars.discourse-cdn.com/v4/letter/s/90db22/32.png) [@Sev](https://community.fibery.io/u/Sev)\
**Post date:** [March 26, 2026, 2:07pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/22 "2026-03-26T14:07:39Z")

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> [@mdubakov](#):
>
> > [@Lee\_Denny](#):
> >
> > Fibery create a sandboxed UI builder where we can somehow use AI to create a view with pure code without any of the current limitations on how to display and manipulate data
> 
> We do have plans for this

Wow! Really? Am I understanding this correctly: You plan on providing a view type that use custom arbitrary frontend code that ties into the Fibery backend to build whatever we want but have it accessible as a view in Fibery?

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**Author:** ![Lee\_Denny](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lee_denny/32/8158_2.png) [@Lee\_Denny](https://community.fibery.io/u/Lee_Denny)\
**Post date:** [March 26, 2026, 2:10pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/23 "2026-03-26T14:10:07Z")

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> [@mdubakov](#):
>
> We do have plans for this

I only thought of this when writing that feedback, but reflecting on it the last few days it could be really interesting direction and who knows what might come from giving users the freedm to build their own views.

> [@mdubakov](#):
>
> 2-way sync we have to implement a proper framework and then it will be possible

we would be very happy to build on top of something like this

> [@mdubakov](#):
>
> colors in rich text fields

my point here wasnt that we should be able to edit core things in fibery, it was that we shouldnt have to. our developers were laughing about this being [requested in 2020](https://community.fibery.io/t/text-color-options/1143) in the community and not being done yet. i had to try and defend my choice of fibery as a tool and felt a bit embarrassed, surely claude code could fix that for you in no time at all? i think there are lots of requests like that which look pretty bad not being done in this ai age.

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**Author:** ![mdubakov](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/mdubakov/32/10_2.png) [@mdubakov](https://community.fibery.io/u/mdubakov)\
**Post date:** [March 26, 2026, 2:11pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/24 "2026-03-26T14:11:06Z")

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> [@Sev](#):
>
> Wow! Really? Am I understanding this correctly: You plan on providing a view type that use custom arbitrary frontend code that ties into the Fibery backend to build whatever we want but have it accessible as a view in Fibery?

I can’t say about exact implementation now, but general intention is correct, we want to provide extensions points AND provide tools to create custom UI on top of Fibery API and databases.

Extensions points are easier (new Embed View, widgets on Dashboard, etc).  
Set of tools and environment to host these apps/extensions is harder, but we are going to dig into this soon enough

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**Author:** ![mdubakov](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/mdubakov/32/10_2.png) [@mdubakov](https://community.fibery.io/u/mdubakov)\
**Post date:** [March 26, 2026, 2:15pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/25 "2026-03-26T14:15:53Z")

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> [@Lee\_Denny](#):
>
> i had to try and defend my choice of fibery as a tool and felt a bit embarrassed, surely claude code could fix that for you in no time at all? i think there are lots of requests like that which look pretty bad not being done in this ai age.

Well, we have ~1600 open features in our backlog 🙂

There are indeed some tasks that AI can do relatively fast. Last week we released Folders in Favorites because AI + Dev did it in several hours. However, it is not so easy to identify such features fast and you still have to have humans to do that.

Development speed is increasing, but it is not even 2x faster than before. Most things are still hard for AI Agent to do right. We are learning.

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**Author:** ![Sev](https://avatars.discourse-cdn.com/v4/letter/s/90db22/32.png) [@Sev](https://community.fibery.io/u/Sev)\
**Post date:** [March 26, 2026, 2:16pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/26 "2026-03-26T14:16:48Z")

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Bravísimo on your thinking! Implementation is secondary, as long as your thinking and approach is so practical and both architect-and-end-user-centric! 😍

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**Author:** ![ID.000](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/id.000/32/14109_2.png) [@ID.000](https://community.fibery.io/u/ID.000)\
**Post date:** [March 26, 2026, 3:23pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/27 "2026-03-26T15:23:58Z")

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Huge +1 from me on this as well!

I was actually planning to write a detailed feature request about it 😄 — specifically custom views built with code (assisted by AI) [maybe in sandbox] to overcome some of the current UI limitations when working with complex data.

So it’s really great to hear that you already have plans in this direction — that’s excellent news 🙂

P.S. Some of our managers 😃 have started experimenting with creating their own custom views using Claude, connecting them to Fibery data and then embedding them back into the workspace.

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**Author:** ![mdubakov](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/mdubakov/32/10_2.png) [@mdubakov](https://community.fibery.io/u/mdubakov)\
**Post date:** [March 26, 2026, 3:24pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/28 "2026-03-26T15:24:38Z")

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> [@ID.000](#):
>
> I was actually planning to write a detailed feature request about it 😄

Please do 🙂 it will help us

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**Author:** ![Lee\_Denny](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lee_denny/32/8158_2.png) [@Lee\_Denny](https://community.fibery.io/u/Lee_Denny)\
**Post date:** [March 26, 2026, 5:20pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/29 "2026-03-26T17:20:48Z")

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> [@mdubakov](#):
>
> you still have to have humans to do that

I think AI could do a lot of this too! You have so much feedback data and suggestions it could work from.

> [@mdubakov](#):
>
> Development speed is increasing, but it is not even 2x faster than before.

Again just to reiterate I think you have had an awesome cadence previously, and sending from a place of love for fibery, just i think expectations are shifting so quickly now!

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**Author:** ![CivicScribe88](https://avatars.discourse-cdn.com/v4/letter/c/5f9b8f/32.png) [@CivicScribe88](https://community.fibery.io/u/CivicScribe88)\
**Post date:** [March 26, 2026, 6:37pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/30 "2026-03-26T18:37:01Z")

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100% agree - thank you.

I just used Claude via your MCP last night to put together some relations and formulas related to a single problem I wanted to solve. I personally could have done it, but it would have been time consuming. Instead, Claude figured it all out and I was able to work on something else. Very good.

Honestly, your formula AI was a big reason I stuck with Fibery a year ago - several other platforms intrigued me, but they didn’t have formula AIs. So I think that was a great move as well.

I also just love how you all are developing. Within the last few months I’ve seen some features that I haven’t seen elsewhere and it’s really hard to imagine using any other platform at this point. And I only get more encouraged as I read posts like this. So thank you!

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**Author:** ![B\_Sp](https://avatars.discourse-cdn.com/v4/letter/b/e8c25b/32.png) [@B\_Sp](https://community.fibery.io/u/B_Sp)\
**Post date:** [March 26, 2026, 11:09pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/31 "2026-03-26T23:09:35Z")

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Yes this is huge too - I was trying to set up in Claude and it suggest I’d need a special AI identity and token that is just used by Claude to make this happen…similarly would really like to see comments available ASAP in the MCP so you can get a set up where your AI does some work in Fibery and you can see at a glance that it was the AI but having it comment on the work, and also attribute itself….especially now that ChatGPT is cleared for the MCP as of today’s news!

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**Author:** ![Sev](https://avatars.discourse-cdn.com/v4/letter/s/90db22/32.png) [@Sev](https://community.fibery.io/u/Sev)\
**Post date:** [March 30, 2026, 11:24am UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/32 "2026-03-30T11:24:43Z")

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> [@ID.000](#):
>
> P.S. Some of our managers 😃 have started experimenting with creating their own custom views using Claude, connecting them to Fibery data and then embedding them back into the workspace.

Wow! Embedding into Docs?

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**Author:** ![ID.000](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/id.000/32/14109_2.png) [@ID.000](https://community.fibery.io/u/ID.000)\
**Post date:** [March 30, 2026, 12:47pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/33 "2026-03-30T12:47:24Z")

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Hi! 🙂

We’ve integrated it into the Dashboard so it can be expanded to full screen, and it’s similar to using a View. So, users have a link in the left menu, just like the standard View, except it’s a Dashboard with our Embed inside (our custom HTML and it pulls data from the Fibery database).

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**Author:** ![Lee\_Denny](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lee_denny/32/8158_2.png) [@Lee\_Denny](https://community.fibery.io/u/Lee_Denny)\
**Post date:** [April 4, 2026, 2:57pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/34 "2026-04-04T14:57:59Z")

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Opportunity for Fibery described in this (but for organisational knowledge more than personal) [https://x.com/karpathy/status/2039805659525644595](https://x.com/karpathy/status/2039805659525644595)

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**Author:** ![mdubakov](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/mdubakov/32/10_2.png) [@mdubakov](https://community.fibery.io/u/mdubakov)\
**Post date:** [April 4, 2026, 3:05pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/35 "2026-04-04T15:05:33Z")

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read it yesterday, liked it very much 🙂  
Continuation

> <https://x.com/omarsar0/status/2039844072748204246?utm_source=substack&utm_medium=email>
>
> Andrej Karpathy @karpathy

> <https://x.com/omarsar0/status/2040099881008652634?utm_source=substack&utm_medium=email>
>
> Andrej Karpathy @karpathy

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<div class="post-metadata">

**Author:** ![Lee\_Denny](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lee_denny/32/8158_2.png) [@Lee\_Denny](https://community.fibery.io/u/Lee_Denny)\
**Post date:** [April 4, 2026, 3:26pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/36 "2026-04-04T15:26:48Z")

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have you tried setting up with fibery? if so any tips to get it working?

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<div class="post-metadata">

**Author:** ![mdubakov](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/mdubakov/32/10_2.png) [@mdubakov](https://community.fibery.io/u/mdubakov)\
**Post date:** [April 5, 2026, 7:20am UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/37 "2026-04-05T07:20:53Z")

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Not yet, just thinking about this so far. BTW, interesting flashback from 2022, since here we have to find a solution for PKM + Team KM

> [@Personal vs. Team knowledge management (PKM → TKM sync)](https://community.fibery.io/t/personal-vs-team-knowledge-management-pkm-tkm-sync/2514):
>
> Yesterday we had an interesting conversation with @antoniokov about PKM (personal knowledge management) and TKM (team knowledge management) systems. He invented a cool way to solve PKM/TKM problem. People like to have personal digital gardens and use all kind of PKM for this (Roam, Obsidian, Logseq, etc). It is natural for them to collect information in personal tool about everything, including work-related things. Imagine you are a product manager in productivity space. You will collect notes …

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**Author:** ![debackerl](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/debackerl/32/14195_2.png) [@debackerl](https://community.fibery.io/u/debackerl)\
**Post date:** [April 6, 2026, 7:11pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/38 "2026-04-06T19:11:09Z")

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Note that 100+ tools is too much, it will take a big part of the session context to describe. It’s recommended to have fewer tools, but with different parameters, so more generic tools if possible (and intuitive to the agent).

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<div class="post-metadata">

**Author:** ![mdubakov](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/mdubakov/32/10_2.png) [@mdubakov](https://community.fibery.io/u/mdubakov)\
**Post date:** [April 7, 2026, 7:01am UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/39 "2026-04-07T07:01:43Z")

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> [@debackerl](#):
>
> Note that 100+ tools is too much

It depends. I believe dynamic tool loading will be the thing for most MCP Clients in near future, so far AFAIK only Claude supports it well

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**Author:** ![Lee\_Denny](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lee_denny/32/8158_2.png) [@Lee\_Denny](https://community.fibery.io/u/Lee_Denny)\
**Post date:** [April 7, 2026, 5:11pm UTC](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503/40 "2026-04-07T17:11:46Z")

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**Fibery Architect Skills/Plugin**

Could you create a Fibery Architect Skill (or Plugin) that combines all the knowledge you have on how to go about creating great workspaces and improving them?

Would be helpful for Claude to have some direction on how to interpret my requests, understand workspaces and create optimal solutions.

[Previous page](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503.md?page=1)

[Next page](https://community.fibery.io/t/fiberys-take-on-ai-vision/10503.md?page=3)
