Files
twenty/packages/twenty-apps/internal/call-recording
Etienne 15eaabdbc1 fix(ai) - optimize crud tools (#21133)
- **Add delete many**, `delete_many_{object}` added alongside the
existing `delete_one_{object}`.
- **Uniformize naming**, crud module, type names, and MCP helper
constants renamed for consistency.
- **Optimize tool schema (learn phase)**
  - `find_many(_companies)`: **7 158 → 2 700 tokens**
  - `find_one(_company)`: **280 → 126 tokens**
  -  ....
- Main mechanism: `reused: 'ref'` (line 7 of
`to-tool-json-schema.util.ts`). Zod walks the schema tree, tracks which
Zod schema instances appear more than once, and emits each reused
instance exactly once in `$defs`, replacing all subsequent occurrences
with a `$ref`. Works because filter and value schemas are now extracted
as shared objects.

- **Optimize system prompt (tool catalog)**, DATABASE_CRUD section
restructured to list operation patterns (`find_many_{object}`, …) once +
objects once, instead of the full N×M cross-product of tool names.
- **Optimize execute_tool**, shared record-properties schema (same
`$defs` deduplication applies at call time); introduced `upsert_many`;
added `selectedFields` to `find_*` so the agent only fetches the fields
it needs.
2026-06-03 17:57:40 +00:00
..
2026-03-04 14:11:57 +00:00
2026-03-04 14:11:57 +00:00
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2026-04-03 12:44:03 +00:00
2026-05-20 15:12:39 +00:00
2026-03-04 14:11:57 +00:00

This is a Twenty application project bootstrapped with create-twenty-app.

Getting Started

First, authenticate to your workspace:

yarn twenty remote:add --api-url http://localhost:2020 --as local

Then, start development mode to sync your app and watch for changes:

yarn twenty dev

Open your Twenty instance and go to /settings/applications section to see the result.

Available Commands

Run yarn twenty help to list all available commands. Common commands:

# Remotes & Authentication
yarn twenty remote:add --api-url http://localhost:2020 --as local     # Authenticate with Twenty
yarn twenty remote:status         # Check auth status
yarn twenty remote:use            # Set default remote
yarn twenty remote:list           # List all configured remotes
yarn twenty remote:remove <name>  # Remove a remote

# Application
yarn twenty dev            # Start dev mode (watch, build, sync, and auto-generate typed client)
yarn twenty dev:add        # Scaffold a new entity (object, field, function, front-component, role, view, navigation-menu-item)
yarn twenty dev:function:logs    # Stream function logs
yarn twenty dev:function:exec    # Execute a function with JSON payload
yarn twenty app:uninstall  # Uninstall app from workspace

LLMs instructions

Main docs and pitfalls are available in LLMS.md file.

Learn More

To learn more about Twenty applications, take a look at the following resources:

You can check out the Twenty GitHub repository - your feedback and contributions are welcome!