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Autonomic DBRE — Hackathon Submission
d1d1260
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Initial commit: Autonomic DBRE - Self-Improving Database Reliability Engineer
Complete implementation with: - PostgreSQL database layer with 5 tables and seed data - Workload generator with 6 broken query patterns - Schema drift simulator with 6 mutation types - 20 holdout queries for evaluation - Playbook management with diff-based versioning - ELO rating system for playbook evolution - Meta Agent for episode analysis and playbook improvement - 4 reward functions: correctness, efficiency, style, anticheat - OpenEnv-compatible environment (Gymnasium interface) - FastAPI server with 5 endpoints - Gradio dashboard with dark theme and real-time visualization - Docker containerization - OpenEnv specification 20 files, ~3000+ lines of production-ready Python codeb59a07e