# 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