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# What is Kaizen?
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Kaizen is a Python library and service which enables AI agents to improve through self-reflection.
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# What is Evolve?
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Evolve is a Python library and service which enables AI agents to improve through self-reflection.
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## Key Concepts
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-**Trajectory**: A recorded agent conversation
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## Architecture Flow
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1. Agent completes some task, and the resulting trajectory is automatically saved into a logging framework such as Langfuse or Arize Phoenix.
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2. The agent can call the sync MCP function, or the user can manually sync, which causes kaizen to process the trajectory and save any generated guidelines.
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2. The agent can call the sync MCP function, or the user can manually sync, which causes evolve to process the trajectory and save any generated guidelines.
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3. Generated guidelines are stored as entities with conflict resolution applied.
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4. Future agents can query the Kaizen MCP server to fetch guidelines for similar tasks
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4. Future agents can query the Evolve MCP server to fetch guidelines for similar tasks
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## Project Directory Tree (Some files omitted for brevity)
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```text
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├── docs (Data used by README files)
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├── explorations (Tangential projects for feeling out future work. Should be avoided unless otherwise prompted.)
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