15
Agents
20
Crons
11
Models
5
Services
4
Databases
3
Email Accts
2
Machines
7
Workflows
๐Ÿ›ก๏ธ INFRASTRUCTURE LOADING
๐Ÿค– AGENT FLEET 15 AGENTS
๐ŸŽฏ DEAL FLOW 24/7 SCAN
๐Ÿ—„๏ธ DATA LAYER ISOLATED
๐Ÿ“Š allstar.db 136KB ยท 531 rows
๐Ÿพ vsi.db 16KB ยท FY25
๐Ÿ“ฆ lvs.db 16KB ยท FY25
๐Ÿญ nelson.db 16KB ยท FY25
๐Ÿ”— combined.db Explicit rollup only
โš ๏ธ Entity-isolated. No cross-entity queries without explicit JOIN.
๐Ÿง  TOPIC MEMORY 4 TOPICS
๐Ÿงฌ dialectic.md31 lines ยท trial/FDA
๐Ÿ“บ apmc-victory.md37 lines ยท model/ops
๐Ÿ’Ž jdh-deals.md39 lines ยท deals/pipeline
๐Ÿ—๏ธ infrastructure.md31 lines ยท systems
Agents load ONLY their topic. Context stays lean.
๐Ÿง  MODEL STACK
Claude Opus 4.6Brain (cloud)
Nemotron 3 Super 123BHeavy (86GB)
Qwen 3 32BAgent default
Qwen 2.5 72BAnalysis
DeepSeek R1 32BReasoning
Nemotron MiniRouting
๐Ÿ–ฅ๏ธ DASHBOARDS & TOOLS