Completed: - Phase 1: DB schema (execution_mode + ssa_agent_executions), ModeToggle component, Session PATCH API - Phase 2: AgentPlannerService + AgentCoderService (streaming) + CodeRunnerService + R Docker /execute-code endpoint - Phase 3: AgentCodePanel (3-step confirmation UI), SSE event handling (7 agent events), streaming code display - Three-step confirmation pipeline: plan -> user confirm -> stream code -> user confirm -> execute R code -> results - R Docker sandbox /execute-code endpoint with 120s timeout + block_helpers preloaded - E2E dual-channel test script (8 tests) - Updated R engine architecture doc (v1.5) and SSA module status doc (v4.0) Technical details: - AgentCoderService uses LLM streaming (chatStream) for real-time code generation feedback - ReviewerAgent temporarily disabled, prioritizing Plan -> Code -> Execute flow - CodeRunnerService wraps user code with auto data loading (df variable injection) - Frontend handles agent_planning, agent_plan_ready, code_generating, code_generated, code_executing, code_result events - ask_user mechanism used for plan and code confirmation steps Files: 24 files (4 new services, 2 new components, 1 migration, 1 E2E test, 16 modified) Made-with: Cursor
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