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Update model references to Gemini 2.0 and add preview vs GA guidance#5

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sbusanelli wants to merge 2 commits intoaddyosmani:mainfrom
sbusanelli:update-model-versions
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Update model references to Gemini 2.0 and add preview vs GA guidance#5
sbusanelli wants to merge 2 commits intoaddyosmani:mainfrom
sbusanelli:update-model-versions

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Summary

Addresses issue #1 by updating all model references from Gemini 2.5 to 2.0 and adding guidance about preview vs GA models.

Changes Made:

  • Model Updates: Updated all Gemini 2.5 references to 2.0 across 5 files
  • Preview vs GA Guidance: Added clear guidance about using GA models for production and preview models for experimentation
  • Documentation Updates: Updated model selection tables, diagrams, and code examples

Files Modified:

  • 02-how-agents-think/README.md: Updated model spectrum diagram and added preview guidance
  • 11-from-prototype-to-production/README.md: Updated model routing diagram
  • 12-getting-started-with-vertex-and-adk/README.md: Updated model table and references
  • 13-building-your-first-agent/README.md: Updated all code examples (9 instances)
  • 18-orchestrators/README.md: Updated model selection guidance

Impact:

  • Resolves outdated model version issue mentioned in iss- Resolves outdated model version issue mentioned in iss- Resolves outdated model version issue mentioned in cross all documentation
  • Maintains educational value while reflecting current model availability

- Update Vertex AI Agent Engine sessions links (2 occurrences)
- Update Model Armor documentation links (2 occurrences)
- Update Google Cloud Trace documentation link
- Update Anthropic building effective agents link

All links were returning 301/307 redirects and have been updated to their final destinations.
- Update all Gemini 2.5 references to 2.0 across 5 files
- Add guidance about preview vs GA models for production use
- Update model selection tables and diagrams
- Fix model routing examples and recommendations
- Address issue addyosmani#1 about model versions and preview models

Changes made:
- 02-how-agents-think/README.md: Updated model spectrum diagram
- 11-from-prototype-to-production/README.md: Updated routing diagram
- 12-getting-started-with-vertex-and-adk/README.md: Updated model table and references
- 13-building-your-first-agent/README.md: Updated all code examples
- 18-orchestrators/README.md: Updated model selection guidance
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