flowchart TD A0["Context Compaction"] A1["Tool Execution Pipeline"] A2["Memory & Knowledge Extraction"] A3["API Client & Connectivity"] A4["Model Context Protocol (MCP)"] A5["Language Server Integration (LSP)"] A6["Telemetry & Observability"] A0 -->|"Reads memory content"| A2 A0 -->|"Uses API for token counting"| A3 A0 -->|"Logs compaction events"| A6 A1 -->|"Integrates MCP tools"| A4 A1 -->|"Logs tool usage"| A6 A2 -->|"Checks compaction config"| A0 A2 -->|"Logs extraction events"| A6 A3 -->|"Logs auth & limits"| A6 A4 -->|"Logs configuration events"| A6 A5 -->|"Logs server errors"| A6