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https://github.com/thecyberlearn/quantum-ai-v3.git
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56749b77f0
BREAKING CHANGE: Transform from database-driven to file-based agent management Major Features: • File-based agent definitions - agents load from JSON configs instantly • Hybrid architecture - files for agent data, database for relationships • Zero-command deployment - just add JSON file and git push • Automatic database sync - maintains foreign key compatibility • Template compatibility - enriched agent data works with existing UI Technical Implementation: • AgentFileService - comprehensive file-based agent management • JSON config loading with LRU caching for performance • Category enrichment for template compatibility • Slug-based queries for AgentExecution relationships • get_or_create_agent_db_record() for foreign key maintenance Benefits: • Ultra-simple agent creation (just add JSON file) • Instant Railway deployment (no commands needed) • Version control integration (agent changes in git) • Perfect scalability (ready for 100+ agents) • Zero maintenance overhead All 8 agents verified working: - 4 Webhook agents: Social Ads, Job Posting, PDF Summarizer, 5 Whys - 4 Direct access agents: Career Navigator, Brand Strategist, Lean Six Sigma, SWOT 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com> |
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| .. | ||
| configs | ||
| management | ||
| migrations | ||
| templates/agents | ||
| __init__.py | ||
| admin.py | ||
| apps.py | ||
| models.py | ||
| serializers.py | ||
| services.py | ||
| tests.py | ||
| urls.py | ||
| views.py | ||