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rokapooradobe merged 3 commits into from
Apr 12, 2026
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Update ai-use-cases.md #534

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30 changes: 15 additions & 15 deletions src/pages/resources/ai-use-cases.md
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Expand Up @@ -15,12 +15,12 @@ description: Deploy AI-powered integrations with App Builder including MCP serve

## Why App Builder for AI?

- **Isolated containers** — Each action runs in its own secure sandbox
- **Encrypted credential storage** — No hardcoded API keys
- **OAuth 2.0** — Enterprise SSO and Server-to-Server authentication
- **Auto-scaling** — Handles traffic spikes without configuration
- **Regional deployment** — Data residency support (amer/apac/emea)
- **One-command deploy** — `aio app deploy` ships to production
- **Isolated containers** - Each action runs in its own secure sandbox
- **Encrypted credential storage** - No hardcoded API keys
- **OAuth 2.0** - Enterprise SSO and Server-to-Server authentication
- **Auto-scaling** - Handles traffic spikes without configuration
- **Regional deployment** - Data residency support (amer/apac/emea)
- **One-command deploy** - `aio app deploy` ships to production

## AI Use Cases

Expand Down Expand Up @@ -66,9 +66,9 @@ Add this URL to your AI assistant's configuration (Claude Desktop, Cursor, or ot

**Example queries your MCP server can handle:**

- *"Show my open tasks due this week"* → Queries Adobe Workfront
- *"Find all product images tagged 'Spring 2026'"* → Searches AEM Assets
- *"What's the conversion rate for homepage test?"* → Checks Adobe Target
- *"Show my open tasks due this week"* - Queries Adobe Workfront
- *"Find all product images tagged 'Spring 2026'"* - Searches AEM Assets
- *"What's the conversion rate for homepage test?"* - Checks Adobe Target

### Documentation Assistants

Expand All @@ -86,7 +86,7 @@ LLM generates answer with citations
Formatted response in Slack
```

**Example:** [DocuBot](https://github.com/rokapooradobe/adobe-docubot) — an AI Slack assistant that answers App Builder questions using official docs, generates code snippets, and troubleshoots errors. Powered by LLM providers (OpenAI, Anthropic, Groq) with vector search against indexed documentation.
**Example:** [DocuBot](https://github.com/rokapooradobe/adobe-docubot) - an AI Slack assistant that answers App Builder questions using official docs, generates code snippets, and troubleshoots errors. Powered by LLM providers (OpenAI, Anthropic, Groq) with vector search against indexed documentation.

### AI Agent Hosting

Expand Down Expand Up @@ -124,7 +124,7 @@ Use **machine learning models** to power intelligent business workflows: custome

- Node.js 18+
- Adobe Developer Console project with I/O Runtime enabled ([Create one](https://developer.adobe.com/app-builder/docs/get_started/app_builder_get_started/first-app))
- AI service API key (OpenAI, Anthropic, etc.) — optional depending on use case
- AI service API key (OpenAI, Anthropic, etc.) - optional depending on use case

### Initialize, build, deploy

Expand All @@ -143,15 +143,15 @@ aio app dev
aio app deploy
```

Use AI assistants to write your action code. See the [AI-Powered Development Tools](ai-development-tools.md) guide for how to use Cursor with App Builder Skills to build and deploy apps from a single prompt.
Use AI assistants to write your action code. See the [AI-Powered Development Tools](../get_started/app_builder_get_started/ai-development-tools.md) guide for how to use Cursor with App Builder Skills to build and deploy apps from a single prompt.

## App Builder Skills

**App Builder Skills** are structured knowledge files that teach AI agents how to build on App Builder. Skills encode patterns for project scaffolding, action development, UI building, testing, and deployment so AI assistants produce correct code without verbose prompts.

Available skills cover project initialization, action scaffolding, UI development, testing, and CI/CD. See the [AI-Powered Development Tools](ai-development-tools.md) guide for setup and usage.
Available skills cover project initialization, action scaffolding, UI development, testing, and CI/CD. See the [AI-Powered Development Tools](../get_started/app_builder_get_started/ai-development-tools.md) guide for setup and usage.

Skills are open source: [github.com/adobe/skills](https://github.com/adobe/skills)
Adobe Skills are open source: [github.com/adobe/skills](https://github.com/adobe/skills)

### Contribute a Skill

Expand All @@ -166,7 +166,7 @@ Contributions welcome for Adobe API integrations (Analytics, AEM, Campaign, Targ
## Resources

- [App Builder Documentation](https://developer.adobe.com/app-builder/docs/intro_and_overview/)
- [AI-Powered Development Tools](ai-development-tools.md)
- [AI-Powered Development Tools](../get_started/app_builder_get_started/ai-development-tools.md)
- [Agent Skills Specification](https://agentskills.io/specification)
- [MCP TypeScript SDK](https://github.com/modelcontextprotocol/typescript-sdk)
- [DocuBot Example](https://github.com/rokapooradobe/adobe-docubot)
Expand Down
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