learning_ai_common_plat/docs/ecosystem/adoption/README.md

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# Adoption Docs
Use this folder for per-product ecosystem adoption notes.
Recommended file pattern:
- `learning_voice_ai_agent.md`
- `learning_multimodal_memory_agents.md`
- `learning_ai_clock.md`
- `learning_ai_notes.md`
- `learning_ai_flowmonk.md`
- `learning_ai_trails.md`
- `oss_learning_ai_claw_cowork.md`
Current docs:
- [`learning_voice_ai_agent.md`](/Users/saravana/BytelystAI/learning_ai/learning_ai_common_plat/docs/ecosystem/adoption/learning_voice_ai_agent.md)
- [`learning_ai_notes.md`](/Users/saravana/BytelystAI/learning_ai/learning_ai_common_plat/docs/ecosystem/adoption/learning_ai_notes.md)
- [`learning_multimodal_memory_agents.md`](/Users/saravana/BytelystAI/learning_ai/learning_ai_common_plat/docs/ecosystem/adoption/learning_multimodal_memory_agents.md)
Each adoption doc should cover:
- shared contracts consumed
- local UX changes
- migration plan
- open risks
- verification checklist