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Agent Handoff: AgenticaForge Integration

Current Status

Successfully integrated AgentForge (Visual Dashboard) with Agentica (agentic-flow engine) in a unified monorepo. The system is now a full-stack platform where the dashboard triggers real backend swarms, uses shared ReasoningBank memory, and manages real-time telemetry.

Work Completed

1. Unified Structure

  • Monorepo: Consolidated AgentForge, Agentica, server, and worker into the AgenticaForge root.
  • Git Repo: Re-initialized as a clean repository at the root.

2. Backend Integration

  • Package Linking: Local agentic-flow package from ./agentica is linked into ./worker and ./server.
  • ReasoningBank Bridge: API endpoints (/api/memory/store, /api/memory/search) proxy frontend memory operations to the real Agentica ReasoningBank.
  • Swarm Execution: Real swarm logic is implemented in /api/swarm/run. The "Simulation to Reality" bridge is functional.

3. Frontend & Telemetry

  • Shared Memory: use-memory.ts uses the local server proxy for persistent ReasoningBank access.
  • SONA SSE: TrainingStudio.tsx receives real-time metrics from the backend.
  • Root Orchestration: package.json at the root now manages the entire stack.

Pending / Next Steps

  1. Full Topology Mapping: Finalize the dynamic mapping of ReactFlow graphs to complex Agentica configurations.
  2. Persistent DB: Move AgentDB from memory to a persistent SQLite/Postgres store.
  3. Multi-Agent CLI: Enhance the Command Center to allow direct multi-agent terminal control.

How to Run

# Start everything (Frontend @ 3000, Backend @ 3001, Worker)
npm run dev:all