# 🐥 Fibery AI Builder mode exploratory session **URL:** \ **Category:** Ideas & Features\ **Created:** [June 4, 2025, 12:01pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923 "2025-06-04T12:01:59Z")\ **Posts on this page:** 20\ **Page:** 1
**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:** [June 4, 2025, 12:01pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/1 "2025-06-04T12:01:59Z")
Here you can check were we are heading with Fibery AI for creators. Our goal is to let people build solutions with minimal Fibery knowledge and just ask what a user wants in terms of domain knowledge. Here I tried to build Calories Tracker and evolve it from a very basic solution to a good enough solution only communicating with AI Agent and almost never touch UI (well, only for some views). It is interesting to hear your feedback and whether you want to play with it. Main cases: - Space creation and database creation - Automatic sample data filling - Formulas creation - Views creation - Domain evolution - Errors correction This is FAR from final and with some flaws. It is close to some beta version that we can give to some deeply interested people. https://www.loom.com/embed/a1b101ac4602412aacc45e4e6248b872?sid=7cc7c694-c137-4da0-86fc-524623eafb12 ---
**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:** [June 4, 2025, 12:02pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/2 "2025-06-04T12:02:12Z")
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**Author:** ![RonMakesSystems](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/ronmakessystems/32/14122_2.png) [@RonMakesSystems](https://community.fibery.io/u/RonMakesSystems)\ **Post date:** [June 4, 2025, 3:51pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/3 "2025-06-04T15:51:50Z")
I would love to play with this! The biggest use cases for me would be: 1. dummy data for demos and for testing. I tried using the MCP, but it took way too long. 2. Renaming fields / views / folders (can it do folders?) in bulk. I was just asked to use title case instead of sentence case. Changing everything by hand will be a pain… 3. Data migration. When changing processes, this could be amazing! We can make new entities from field, and move data in bulk between databases very nicely. 4. Getting input on where existing workspaces could be optimised. A little “Builder Buddy” to bounce ideas with (it gets lonely). I think its biggest limitations: 1. Automations: Due to the “DIY” nature of fibery, you’re gonna need to use automations to have a working workspace. Think: document templates, project templates, recurring tasks, and more. 2. Lack of understanding of fibery quirks. Like “Unify field names” and types, a power user would know what to ask, but a new user would not know this is an option. I would love it if it would know that this is something to do, even explain to user why it did it in this way. 3. A **big one** : the lack of branching. I would NOT feel comfortable to tell the ai to do a migration, just for it to fail and delete or overwrite data that wasnt migrated… I recall a topic on this but can’t find it now… Some way to make a “snapshot” of a Workspace, Space, or Database, and be able to recover if the AI decides to mess it up… Alternitavely we could duplicate the space, then make changes. The issue is that this could mess up historical data reports, comments, and the the “Created on” and “Created by” fields. Ideas for future: 1. Improvement ideas for admins / creators: “This field is present in the relation, make it a lookup?”, “This field is never used, delete?”, “These fields are populated half the time, and these other fields are populated other time, shall we split into two different databases?” I’d love to play with it! ---
**Author:** ![Yuri\_BC](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/yuri_bc/32/8803_2.png) [@Yuri\_BC](https://community.fibery.io/u/Yuri_BC)\ **Post date:** [June 4, 2025, 5:07pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/4 "2025-06-04T17:07:45Z")
I am actively developing AI agents and I think my beef with the Fibery Smart Agent manipulating workspace space data, is dat I have seen that at some point **any (semi) autonomous AI _will_ have unexpected impact** on current space and database architectures, and I have no local data to back them up - I think the fibery team is in denial of that priority. Again points to potential data loss, lack of user data ownership, local backups, data safety, let alone privacy. I will post something soon about this in my eyes serious issue of missing data structures export ability. ---
**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:** [June 5, 2025, 6:43am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/5 "2025-06-05T06:43:39Z")
> [@RonMakesSystems](#): > > A **big one** : the lack of branching. I would NOT feel comfortable to tell the ai to do a migration, just for it to fail and delete or overwrite data that wasnt migrated… We want to add Undo here for latest action and also make change undoable in audit history. Branching is hard to implement and we will not go for it ---
**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:** [June 5, 2025, 6:44am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/6 "2025-06-05T06:44:57Z")
Our main use case here is “new user first several days in Fibery”. My hope it will shorten time-to-value for newcomers. It is way less important thing for existing and mature workspaces. ---
**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:** [June 5, 2025, 6:52am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/7 "2025-06-05T06:52:04Z")
> [@RonMakesSystems](#): > > Automations: Due to the “DIY” nature of fibery, you’re gonna need to use automations to have a working workspace. Think: document templates, project templates, recurring tasks, and more. Yeah, automations will follow. From my experience new users rarely use them in the first several days, so for us it is less important part so far. > [@RonMakesSystems](#): > > Lack of understanding of fibery quirks. Like “Unify field names” and types, a power user would know what to ask, but a new user would not know this is an option. I would love it if it would know that this is something to do, even explain to user why it did it in this way. I think it is not Fibery knowledge, you could type this command in different ways, and agent indeed can advice already what to do based on your questions. It is interesting to see limitations for sure, we did not test it thoroughly ---
**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:** [June 5, 2025, 11:33am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/8 "2025-06-05T11:33:32Z")
> [@RonMakesSystems](#): > > I would love to play with this! Now you can do it via **Experimental Lab** → **AI Smart Agent: Workspace & Data Editing (Early Preview)**. Enable it and in Smart Agent click on Build mode. Note that it is early preview and be careful with actions 🙂 ![Screenshot 2025-06-05 at 2.32.53 PM](https://us1.discourse-cdn.com/flex020/uploads/fibery/original/2X/5/5d3ca7208da525c64966c126c54f5781e64b9b93.jpeg) ---
**Author:** ![RonMakesSystems](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/ronmakessystems/32/14122_2.png) [@RonMakesSystems](https://community.fibery.io/u/RonMakesSystems)\ **Post date:** [June 5, 2025, 11:35am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/9 "2025-06-05T11:35:09Z")
> [@mdubakov](#): > > Note that it is early preview and be careful with actions 🙂 Yeah i was gonna try on a client’s workspace to rename fields… but maybe i should wait for undo button just in case… ---
**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:** [June 5, 2025, 11:40am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/10 "2025-06-05T11:40:49Z")
Undo will take few weeks to implement. So far you can only track changes in Audit Log ![Screenshot 2025-06-05 at 2.40.38 PM](https://us1.discourse-cdn.com/flex020/uploads/fibery/original/2X/5/51122becb941cd72433139c2eade44b9bab02a1b.png) ---
**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:** [June 6, 2025, 1:16pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/11 "2025-06-06T13:16:31Z")
See how Fibery Builder can fetch information from any external API and create a new database(s) from external sources. Here I fetch info about currencies conversion to calculate order value in USD and EUR. https://www.loom.com/embed/b8327d18cdbb44f2a8904e8d5a4b289a?sid=f9b91f93-2165-4659-be13-9f420c8a0802 ---
**Author:** ![karthikk\_vijay](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/karthikk_vijay/32/1220_2.png) [@karthikk\_vijay](https://community.fibery.io/u/karthikk_vijay)\ **Post date:** [June 7, 2025, 3:02pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/12 "2025-06-07T15:02:44Z")
Fantastic, does turning it on in experiments turn it on for all other members in our workspace or just me? ---
**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:** [June 8, 2025, 7:29am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/13 "2025-06-08T07:29:10Z")
All experimental features are per user. ---
**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:** [June 14, 2025, 12:59pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/14 "2025-06-14T12:59:03Z")
With new AI left-panel UI it should be more natural to manipulate on Fibery structures. ![Screenshot 2025-06-14 at 3.54.27 PM](https://us1.discourse-cdn.com/flex020/uploads/fibery/original/2X/1/17ea7b2248235a5256c999fe7f8b8f0dc175d7fe.jpeg) ---
**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:** [June 18, 2025, 12:58pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/15 "2025-06-18T12:58:15Z")
Some use cases: - Merge two databases - Move or copy a field from one database to another (and keep the content) - Convert text field to single select and keep all values - Convert single select field to a database - Add new Tags database, add many-to-many relation between Tags and Content databases, create and set relevant Tags for all Content entities - Batch update entities based on some fuzzy or exact conditions, like “find all features without Product Area relation and set a relation to some product area that fits best” or “move not-completed tasks from Release 1 to Release 2” > ---
**Author:** ![Lod](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lod/32/8358_2.png) [@Lod](https://community.fibery.io/u/Lod)\ **Post date:** [June 22, 2025, 2:10am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/16 "2025-06-22T02:10:27Z")
I’m really worried about the privacy. What data will be sent to Claude/OpenAI? ---
**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:** [June 22, 2025, 5:52am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/17 "2025-06-22T05:52:03Z")
Overall it is impossible to control it precisely. If you are worried, then disable AI at all in Fibery, there is an option to do that in Settings ---
**Author:** ![Lod](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lod/32/8358_2.png) [@Lod](https://community.fibery.io/u/Lod)\ **Post date:** [June 22, 2025, 6:44am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/18 "2025-06-22T06:44:14Z")
OK, thanks anyway ---
**Author:** ![Lod](https://sea2.discourse-cdn.com/flex020/user_avatar/community.fibery.io/lod/32/8358_2.png) [@Lod](https://community.fibery.io/u/Lod)\ **Post date:** [June 22, 2025, 6:45am UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/19 "2025-06-22T06:45:54Z")
Maybe someday MCP server will be a more precise way? ---
**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:** [June 23, 2025, 2:15pm UTC](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923/20 "2025-06-23T14:15:38Z")
Unlikely, you do not control it with enough precision. If it can do queries, it can query anything it has access to [Next page](https://community.fibery.io/t/fibery-ai-builder-mode-exploratory-session/8923.md?page=2)