V3 Deep Integration

A phased adapter migration eliminates code duplication by progressively replacing SwarmCoordinator, AgentManager, and TaskScheduler with agentic-flow components. This approach executes adapter creation, system migration, then explicit cleanup of deprecated duplicated modules to drop duplication below target thresholds.

An adapter layer for Flash Attention and AgentDB coordination is an intermediary extension that routes task execution into agentic-flow@alpha while preserving legacy interface compatibility. It integrates targeted subsystems feature-by-feature to ensure capabilities match without redundant code paths.

Maintain backward compatibility during SwarmCoordinator and TaskScheduler replacement by designing an adapter layer like ClaudeFlowAgent first. This intermediary routes tasks into agentic-flow@alpha execution while retaining legacy interfaces, then progressively migrates subsystems in feature-by-feature phases.

Yes, agentic-flow@alpha supports MCP tool and hook registration alongside SONA learning modes through a targeted subsystem integration. The adapter layer integrates these capabilities feature-by-feature to ensure full feature parity without maintaining redundant code paths.

Use a phased migration approach for code deduplication when severe parallel re-implementation drift exists between agent architectures. Execute adapter creation first, system migration second, then deprecated module cleanup to progressively achieve subsystem parity and performance benchmark targets.

Adapter layer limitations for AgentDB cross-agent memory coordination include the requirement for explicit phased cleanup of deprecated duplicated modules post-migration. Without completing the final cleanup phase, redundant code paths persist, negating maintainability improvements and performance benchmark target achievements.