8793ac4f59
- Added comprehensive N8N development tools collection - Added Docker-containerized mock API server for testing - Added complete documentation and setup guides - Added mock API server with health checks and data endpoints - Tools include workflow analyzers, debuggers, and controllers 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
98 lines
3.7 KiB
JSON
98 lines
3.7 KiB
JSON
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"content": {
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"body": "The hybrid deduplication system is now working perfectly. We've successfully implemented content-based analysis that eliminates dependency on N8N workflow variables.",
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"body": "Key improvements include age-based filtering (30+ minutes), system message detection, and enhanced duplicate detection using content fingerprinting. The solution addresses the core issue where 10-message chunks were being reprocessed.",
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"body": "Memory retention has been significantly improved. The false duplicate detection that was causing 0.2-minute memory lifespans has been resolved through sophisticated content analysis and multiple validation layers.",
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"content": {
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"body": "Test results: 2/2 scenarios passed. Valid recent messages are processed correctly, while old messages (1106+ minutes) are properly filtered. The enhanced deduplication is fully operational with robust duplicate detection.",
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"content": {
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"body": "Next phase: Monitor memory creation and consolidation patterns. The hybrid solution combines deterministic deduplication with AI-driven memory management for optimal performance and accuracy.",
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