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Coding & Dev Checked Jul 13, 2026
Opal by Google
A visual orchestration environment for building and deploying shareable AI applications powered by Google's Gemini models.
Best for: Product managers and non-technical stakeholders looking to prototype Gemini-powered micro-services without backend engineering support.
What you can do with it
- Orchestrating Gemini-based RAG workflows for internal documentation
- Building interactive marketing lead magnets with LLM logic
- Creating automated customer feedback classification dashboards
- Prototyping generative text interfaces for content operations
Good to know
- Visual layer for LLM orchestration
- Rapid deployment of AI micro-services
- Eliminates need for infrastructure management
Limitations
- Vendor lock-in to Google ecosystem
- Limited flexibility for custom logic
- Abstracts away important backend controls
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