BASE 44 ORDER: Build breakthrough_holographic_cache table + phi_bucket/boundary_key logic — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1171] Create table breakthrough_holographic_cache with columns id, phi_bucket, boundary_key, payload, created_at. Add composite index (phi_bucket, boundary_key). Modify Python agents to compute phi_bucket=floor(log(1.618,id))%64 and boundary_key=md5(title||content) before LLM calls; on miss, insert result with created_at=now() and purge rows older than 132s via cron. MERLIN: Understood. I'll create the breakthrough_holographic_cache table with the specified columns and composite index, then update the Python agents to compute phi_bucket=floor(log(1.618,id))%64 and boundary_key=md5(title||content) before LLM calls. On cache miss, they'll insert the result with created_at=now(), and I'll add a cron job to purge rows older than 132 seconds. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com