feat: Appkit cli commands #4247

MarioCadenas · 2026-01-11T10:43:37Z

Changes

Overview

This PR adds new AppKit development commands to databricks apps, making them first-class citizens alongside the auto-generated Apps API commands. The implementation follows the same pattern established by the pipelines commands.

New Command Structure

databricks apps now has three command groups:

Group	Commands	Description
Available Commands	`deploy`, `dev-remote`, `init`, `logs`, `run-local`, `validate`	Custom development commands
Management Commands	`create`, `delete`, `get`, `list`, `start`, `stop`, etc.	Auto-generated API commands
Permission Commands	`get-permissions`, `set-permissions`, etc.	Permission management

Key Features

databricks apps init - Initialize new AppKit projects from templates with interactive prompts, but also allowing full prompt override via flags.
databricks apps dev-remote - Run local Vite dev server with WebSocket bridge to remote app (this command already exists, but now has some improvements like deriving the project from the folder and reconnecting).
databricks apps validate - Run validation of the app running type checking, linting and building.
databricks apps deploy - Dual-mode deployment:
- Bundle mode (when databricks.yml exists): Validates → Deploys bundle → Runs app
- API mode: Standard API deployment with APP_NAME argument

Directory Structure

cmd/apps/                    # Custom commands
├── apps.go                  # Commands() + ManagementGroupID
├── init.go                  # Initialize projects
├── dev.go                   # Dev-remote command
├── deploy_bundle.go         # Bundle-aware deploy
├── logs.go                  # App logs
├── run_local.go               # Run locally
└── validate.go             # Validate the project compiles

cmd/workspace/apps/          # Auto-generated + overrides
├── apps.go                  # SDK commands
├── overrides.go             # Imports cmd/apps, groups commands
└── errors.go                # Error handling

libs/apps/                   # Shared libraries
├── features/                # Feature definitions
├── prompt/                  # Interactive prompts
├── validation/              # Project validation
└── vite/                    # Vite bridge

Why

Tests

eng-dev-ecosystem-bot · 2026-01-14T09:24:55Z

Commit: 81e7752

Run: 21163313341

	Env	🟨KNOWN	🔄flaky	💚RECOVERED	🙈SKIP	✅pass	🙈skip	Time
🟨	aws linux	7		10	3	411	694	21:43
🟨	aws windows	10		7	3	413	692	22:44
🟨	aws-ucws linux	6		14	2	583	568	57:21
🟨	aws-ucws windows	9		11	2	585	566	57:27
🟨	azure linux	13		1	4	411	693	205:48
🟨	azure windows	12		2	4	413	691	179:14
🟨	azure-ucws linux	16		1	3	579	567	227:30
🟨	azure-ucws windows	16		1	3	581	565	221:18
🟨	gcp linux	13		1	4	400	699	203:57
🟨	gcp windows	13	2	1	4	400	697	200:29

26 interesting tests: 22 KNOWN, 2 flaky, 1 SKIP, 1 RECOVERED

	Test Name	aws linux	aws windows	aws-ucws linux	aws-ucws windows	azure linux	azure windows	azure-ucws linux	azure-ucws windows	gcp linux	gcp windows
🟨	TestAccept	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/deployment/bind/alert	🙈S	🙈S	🙈S	🙈S	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/deployment/bind/alert/DATABRICKS_BUNDLE_ENGINE=direct					🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/deployment/bind/alert/DATABRICKS_BUNDLE_ENGINE=terraform					🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/generate/alert	💚R	🟨K	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/generate/alert/DATABRICKS_BUNDLE_ENGINE=direct	💚R	🟨K	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/generate/alert/DATABRICKS_BUNDLE_ENGINE=terraform	💚R	🟨K	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/resources/alerts/basic	💚R	💚R	💚R	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/resources/alerts/basic/DATABRICKS_BUNDLE_ENGINE=direct	💚R	💚R	💚R	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/resources/alerts/basic/DATABRICKS_BUNDLE_ENGINE=terraform	💚R	💚R	💚R	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/resources/alerts/with_file	💚R	💚R	💚R	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/resources/alerts/with_file/DATABRICKS_BUNDLE_ENGINE=direct	💚R	💚R	💚R	💚R	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/resources/alerts/with_file/DATABRICKS_BUNDLE_ENGINE=terraform	💚R	💚R	💚R	💚R	🟨K	💚R	🟨K	🟨K	🟨K	🟨K
🔄	TestAccept/bundle/resources/dashboards/detect-change	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	🔄f
🔄	TestAccept/bundle/resources/dashboards/detect-change/DATABRICKS_BUNDLE_ENGINE=direct	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	🔄f
🙈	TestAccept/bundle/resources/permissions	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions	🟨K	🟨K	🟨K	🟨K	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct	🟨K	🟨K	🟨K	🟨K
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=terraform	🟨K	🟨K	💚R	💚R
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions	🟨K	🟨K	💚R	💚R	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=direct	🟨K	🟨K	💚R	💚R
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=terraform	🟨K	🟨K	💚R	💚R
🟨	TestAccept/bundle/resources/synced_database_tables/basic	🙈S	🙈S	🟨K	🟨K	🙈S	🙈S	🟨K	🟨K	🙈S	🙈S
🟨	TestAccept/bundle/resources/synced_database_tables/basic/DATABRICKS_BUNDLE_ENGINE=direct			🟨K	🟨K			🟨K	🟨K
🟨	TestAccept/bundle/resources/synced_database_tables/basic/DATABRICKS_BUNDLE_ENGINE=terraform			🟨K	🟨K			🟨K	🟨K
💚	TestAccept/ssh/connection	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R

Top 50 slowest tests (at least 2 minutes):

duration	env	testname
6:02	aws-ucws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:48	gcp windows	TestAccept/ssh/connection
5:46	aws-ucws windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:46	aws-ucws windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:41	aws-ucws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:39	aws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:38	aws windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:35	aws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:34	aws windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:30	gcp windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:18	gcp linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:17	gcp windows	TestSecretsPutSecretStringValue
5:12	azure windows	TestAccept/ssh/connection
5:08	gcp linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:06	gcp windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:05	aws-ucws windows	TestAccept/ssh/connection
5:04	azure windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:02	aws windows	TestAccept/ssh/connection
4:59	aws windows	TestSecretsPutSecretStringValue
4:45	azure windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
4:39	gcp linux	TestAccept/ssh/connection
4:32	azure-ucws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
4:24	azure windows	TestSecretsPutSecretStringValue
4:23	azure linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
4:13	azure-ucws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
4:04	azure-ucws windows	TestAccept/ssh/connection
4:02	azure linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
3:57	azure-ucws windows	TestSecretsPutSecretStringValue
3:46	gcp linux	TestSecretsPutSecretStringValue
3:40	azure linux	TestAccept/ssh/connection
3:12	gcp windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
3:09	gcp linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
3:04	gcp windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
3:03	gcp linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:47	aws linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:45	aws windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:44	aws-ucws windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:41	aws-ucws windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:41	aws-ucws linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:39	aws windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:21	azure linux	TestSecretsPutSecretStringValue
2:16	azure windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:15	azure linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:14	azure-ucws windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:10	azure linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:10	aws linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:10	azure-ucws linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:10	azure-ucws windows	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:05	azure-ucws linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:05	aws-ucws linux	TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct

experimental/dev/cmd/app/import.go

cmd/apps/import.go

experimental/apps-mcp/templates/appkit/generic/client/index.html

experimental/apps-mcp/templates/appkit/generic/databricks.yml.tmpl

experimental/dev/cmd/app/app.go

experimental/dev/cmd/app/deploy.go

fjakobs · 2026-01-14T10:49:50Z

experimental/dev/cmd/app/prompt.go

@@ -0,0 +1,419 @@
+package app


check with @pietern. He wants to unify CLI UX.

pietern

Blocking merging. Need to discuss the deps first.

arsenyinfo

Those changes duplicate existing entities like template, validation etc and are not in sync with agentic prompts atm. We can't merge it unless there is a unification plan.

keugenek · 2026-01-16T12:06:17Z

This PR largely duplicates cli aitools already implemented http://github.com/databricks/cli/tree/main/experimental/aitools

Also https://github.com/databricks/appkit/pull/57/changes template - another duplication https://github.com/databricks/cli/tree/main/experimental/aitools/templates/appkit

MarioCadenas · 2026-01-16T13:23:26Z

Those changes duplicate existing entities like template, validation etc and are not in sync with agentic prompts atm. We can't merge it unless there is a unification plan.

the idea is to unify yes, but this comes with the approach of having this as humans first, through the apps scope, but of course, many of this should be used by the ai tools

MarioCadenas · 2026-01-16T13:24:51Z

This PR largely duplicates cli aitools already implemented http://github.com/databricks/cli/tree/main/experimental/aitools

Also https://github.com/databricks/appkit/pull/57/changes template - another duplication https://github.com/databricks/cli/tree/main/experimental/aitools/templates/appkit

It has some similar things yes, I already mentioned this, we were doing similar things and we needed to converge into one.
The template is not really a duplication, is a much simpler one that allows configuration and goes into the scope that it should be. With ideally removing the other one

Let's talk about it in the sync

fjakobs · 2026-01-16T14:02:30Z

@arsenyinfo @keugenek this indeed duplicates functionality from aitools tools. The way I see it we are graduating these commands from the internal AI only namespace to fully supported first class commands, which will be used by humans and agents.

We keep the existing tools under aitools tools until the prompts are updated and we no longer need them.

chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: fixup chore: validate command chore: fixup chore: remove import command chore: fixup

fjakobs · 2026-01-19T09:36:09Z

It would be nice to make dev-local an alias to run-local so we have naming consistency between dev-local and run-local

pietern · 2026-01-19T14:15:27Z

cmd/apps/deploy_bundle.go

+		return fmt.Errorf("failed to run app: %w. Run `databricks apps logs %s` to view logs", err, appName)
+	}
+
+	cmdio.LogString(ctx, "✔ Deployment complete!")


@andrewnester We'll need to update this after adding a "started" state to apps.

pietern · 2026-01-19T14:16:10Z

cmd/apps/deploy_bundle.go

+		} else {
+			log.Debugf(ctx, "No validator found for project type, skipping validation")
+		}
+	}


What kind of validation happens here that doesn't happen in the regular "bundle deploy"?

We need to be careful not to make this a hard prereq for deployment.

No, this is actually to make things better, it runs validation of the app by running linting, typechecking, and building, so it verifies that everything works and the app won't fail to deploy once its running the building process inside the apps process.

Its basically to avoid the annoying behaviour of having to go into databricks or check the logs command to see why the app failed to deploy.

Right now we just have 1 validator for node apps, at some point we will probably have one for python apps too.

But if it doesn't find a validator, then it just keeps going (to avoid introducing breaking changes)

pietern · 2026-01-19T14:22:20Z

libs/apps/prompt/prompt.go

+
+// printAnswered is an alias for internal use.
+func printAnswered(title, value string) {
+	PrintAnswered(title, value)


Print where? This should use cobra's stdout or stderr from the context or directly.

pietern · 2026-01-19T14:24:00Z

libs/apps/validation/nodejs.go

+
+// runValidationCommand executes a shell command in the specified directory.
+func runValidationCommand(ctx context.Context, workDir, command string) *ValidationDetail {
+	cmd := exec.CommandContext(ctx, "sh", "-c", command)


Doesn't work on Windows. Check out libs/exec for something that'll use cmd.exe if needed.

pietern · 2026-01-19T14:24:43Z

go.mod

+require (
+	github.com/charmbracelet/huh v0.8.0
+	github.com/charmbracelet/lipgloss v1.1.0
+)


Please fold into the main list above and include the license as a suffix comment.

Also please include in the NOTICE file.

What is the resulting binary size with/without these deps?

Before:

After:

Do we really need these direct & indirect dependencies though? We need to move toward covergence between the DABs apps tempalte, the aitools template, and the template here. And convergence in the terminal UX. I'd be okay with this only if we have a plan: we will move everything to charmbracelet in the future / we will remove charmbracelet in a followup.

Yes, the plan is the former: we move everything to the charmbracelet libs in the near future.

lennartkats-db · 2026-01-20T10:30:31Z

cmd/apps/init.go

+// substituteVars replaces template variables in a string.
+func substituteVars(s string, vars templateVars) string {
+	s = strings.ReplaceAll(s, "{{.project_name}}", vars.ProjectName)
+	s = strings.ReplaceAll(s, "{{.sql_warehouse_id}}", vars.SQLWarehouseID)


All this low-level string mangling stuff seems incredibly unfortunate. Is the aitools template not already usable here, minus the AGENTS.md file? cc @fjakobs

go.mod

lennartkats-db · 2026-01-20T10:33:49Z

go.mod

+require (
+	github.com/charmbracelet/huh v0.8.0
+	github.com/charmbracelet/lipgloss v1.1.0
+)


Do we really need these direct & indirect dependencies though? We need to move toward covergence between the DABs apps tempalte, the aitools template, and the template here. And convergence in the terminal UX. I'd be okay with this only if we have a plan: we will move everything to charmbracelet in the future / we will remove charmbracelet in a followup.

pietern · 2026-01-20T10:21:36Z

go.mod

 	github.com/Masterminds/semver/v3 v3.4.0 // MIT
 	github.com/briandowns/spinner v1.23.1 // Apache 2.0
+	github.com/charmbracelet/huh v0.8.0
+	github.com/charmbracelet/lipgloss v1.1.0


Please also include the license like the other deps.

pietern · 2026-01-20T10:28:37Z

cmd/apps/dev.go

+// detectAppNameFromBundle tries to extract the app name from a databricks.yml bundle config.
+// Returns the app name if found, or empty string if no bundle or no apps found.
+func detectAppNameFromBundle() string {
+	const bundleFile = "databricks.yml"


FYI, this doesn't work. The app name may have a prefix, variable reference, etc.

You can look at bundle run for the right way to load/initialize a bundle.

pietern · 2026-01-20T10:36:01Z

cmd/apps/init.go

+	}
+
+	return tempDir, nil
+}


You can use git.Clone from libs/git.

pietern · 2026-01-20T10:37:25Z

cmd/apps/init.go

+	profile := ""
+	if w := cmdctx.WorkspaceClient(ctx); w != nil && w.Config != nil {
+		workspaceHost = w.Config.Host
+		profile = w.Config.Profile


Profile may be empty.

pietern · 2026-01-20T10:39:33Z

cmd/apps/init.go

+// runPostCreateDeploy runs the deploy command in the current directory.
+func runPostCreateDeploy(ctx context.Context) error {
+	// Use os.Args[0] to get the path to the current executable
+	executable := os.Args[0]


This is incompatible with os.Chdir, unless you expect the CLI to be in $PATH.

For example, if you invoke as .databricks/databricks (snapshot build), and chdir, it won't work.

pietern · 2026-01-20T10:39:54Z

cmd/apps/init.go

+		srcProjectDir = src
+	}
+
+	log.Debugf(context.Background(), "Copying template from: %s", srcProjectDir)


Incorrect context.

pietern · 2026-01-20T10:40:07Z

cmd/apps/init.go

+
+		// Skip certain directories
+		if info.IsDir() && skipDirs[baseName] {
+			log.Debugf(context.Background(), "Skipping directory: %s", baseName)


More incorrect context's.

pietern · 2026-01-20T10:41:04Z

cmd/apps/init_test.go

+	"github.com/stretchr/testify/assert"
+)
+
+func TestParseGitHubURL(t *testing.T) {


Candidate to move to libs/git.

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chore: add generic template databricks/appkit#57

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MarioCadenas force-pushed the appkit-cli-commands branch from 037121a to 9ca1219 Compare January 16, 2026 09:45

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MarioCadenas requested review from pietern and shreyas-goenka as code owners January 16, 2026 10:11

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MarioCadenas force-pushed the appkit-cli-commands branch from 7eb0a86 to f277573 Compare January 19, 2026 09:06

MarioCadenas force-pushed the appkit-cli-commands branch from f277573 to ef5a6c6 Compare January 19, 2026 09:07

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Merge branch 'main' into appkit-cli-commands

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Merge branch 'main' into appkit-cli-commands

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Merge branch 'main' into appkit-cli-commands

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chore: fixup

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MarioCadenas temporarily deployed to test-trigger-is January 19, 2026 16:45 — with GitHub Actions Inactive

chore: fixup

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MarioCadenas temporarily deployed to test-trigger-is January 20, 2026 07:38 — with GitHub Actions Inactive

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feat: Appkit cli commands #4247

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feat: Appkit cli commands #4247

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MarioCadenas commented Jan 11, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Changes

Overview

New Command Structure

Key Features

Directory Structure

Why

Tests

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eng-dev-ecosystem-bot commented Jan 14, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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MarioCadenas commented Jan 11, 2026 •

edited

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eng-dev-ecosystem-bot commented Jan 14, 2026 •

edited

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