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feat: Implement Galaxy Core Architecture & Production Hardening - #2

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badalraj9 wants to merge 4 commits into
feat/tui-cli-bridge-9387251213784613305from
mt_galaxy-193945826299697218
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feat: Implement Galaxy Core Architecture & Production Hardening#2
badalraj9 wants to merge 4 commits into
feat/tui-cli-bridge-9387251213784613305from
mt_galaxy-193945826299697218

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@badalraj9

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This PR implements the core Galaxy architecture, shifting from a single-collection memory model to a multi-agent universe model. It includes:

  1. Galaxy Core (memory_thread/nervous/galaxy_core.py):

    • AgentMemorySpace: Manages per-agent fact/belief collections.
    • GalaxyBridge: Manages explicit links between beliefs (supports/contradicts).
    • GalaxyCore: Orchestrator for ingestion and querying across universes.
  2. Auto-Bridge (memory_thread/nervous/auto_bridge.py):

    • Background service to automatically detect and link related beliefs using semantic search.
  3. Conflict Resolution (memory_thread/nervous/conflict_resolution.py):

    • ConflictGraph: Graph representation of beliefs and relationships.
    • ConflictResolutionEngine: Strategies (Authority, Consensus) to resolve contradictions.
  4. Production Hardening:

    • Backpressure: SlabAllocator now supports timeouts in reserve_slab.
    • Batching: PersistenceEngine now implements real batching logic (aggregating items before simulated write).
    • Graceful Shutdown: IngestionService now logs and manages shutdown sequence.

PR created automatically by Jules for task 193945826299697218 started by @badalraj9

- Implemented `GalaxyCore`, `AgentMemorySpace`, and `GalaxyBridge` for multi-agent cognition.
- Added `AutoBridgeBuilder` for automatic belief linking.
- Added `ConflictResolutionEngine` for resolving contradictions.
- Hardened `SlabAllocator` with timeout support for backpressure.
- Updated `PersistenceEngine` with real batching logic.
- Implemented graceful shutdown in `IngestionService`.

Co-authored-by: badalraj9 <128183727+badalraj9@users.noreply.github.com>
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