From 3123f7b438ace54850ebc3d43e32cadfe629f557 Mon Sep 17 00:00:00 2001 From: mkrause612 Date: Thu, 12 Feb 2026 01:00:45 -0600 Subject: [PATCH] Reorg: Move sandbox session to docs/sandbox/sessions/ --- ...frost-intelligence-blueprint-final-2026.md | 64 ------------------- 1 file changed, 64 deletions(-) delete mode 100644 docs/sandbox-sessions/firefrost-intelligence-blueprint-final-2026.md diff --git a/docs/sandbox-sessions/firefrost-intelligence-blueprint-final-2026.md b/docs/sandbox-sessions/firefrost-intelligence-blueprint-final-2026.md deleted file mode 100644 index 3b556d5..0000000 --- a/docs/sandbox-sessions/firefrost-intelligence-blueprint-final-2026.md +++ /dev/null @@ -1,64 +0,0 @@ -Gemini Session: Firefrost Intelligence Hub Blueprint -Date: February 10, 2026 - -Participants: Michael "Frostystyle" Krause & Gemini - -Status: Pre-Deployment Planning (Infrastructure Agnostic) - -1. Session Overview -This session finalized the high-level architecture for the Firefrost Intelligence Hub. We established Dify.ai as the core AI orchestrator to manage community knowledge and support. In this revised plan, the specific hosting environment remains a variable to be determined by a production assessment from Claude. This ensures the hub is placed in the most cost-effective and performance-optimized location for 2026 standards, whether that is on existing infrastructure or a new, dedicated node. - -2. Infrastructure Requirements (Agnostic Baseline) -Regardless of the final location determined by Claude, the host environment must meet the following technical minimums to ensure the Dify stack (which runs ~11 interconnected Docker containers) remains stable: - -Memory (RAM): 8 GB to 16 GB. (8 GB is the functional baseline; 16 GB is recommended for scaling the vector database). - -Processor (CPU): 2–4 vCPUs. (High-concurrency support requires at least 4 vCPUs for asynchronous task workers). - -Storage: 50 GB+ NVMe SSD. (Optimized for fast indexing of Git documentation and persistent ticket archives). - -Software Stack: Docker Engine + Docker Compose V2. - -3. Dify.ai Intelligence Hub Design -The "Source of Truth" Pipeline -Gitea/GitHub Connector: Dify will be configured to monitor your Gitea mirror. It will ingest documentation using Parent-Child Retrieval, allowing the AI to understand small details (child chunks) while maintaining the broader context of your server protocols (parent chunks). - -Automated Re-indexing: We will design a workflow where updates pushed to Git are automatically picked up by the Intelligence Hub, ensuring staff always have the most current information. - -Hybrid Reasoning & Web Access -Internal First Policy: The AI is programmed to query the Firefrost Gitea docs as the primary source. - -Web Integration: A web-search node (SerpApi/Tavily) will be enabled for "Fallback Discovery." If a technical query falls outside the Git docs, the AI will pull from the live web to provide a comparative answer. - -4. Discord Support & Ticketing Evolution -The goal is to move entirely away from the Paymenter ticketing UI and unify support within Discord. - -AI First-Response: A Discord bridge will feed queries into Dify. The AI will attempt to resolve the issue using the "Source of Truth." - -Escalation & Archiving: * If the AI cannot resolve the issue, it triggers a staff-managed ticket. - -Once a ticket is closed, the system will generate a permanent HTML/PDF Archive of the full transcript, stored in your private document repository. - -5. Implementation Checklist -[ ] Claude Production Assessment: Evaluate current latency and resource costs to determine the optimal hosting location. - -[ ] Host Provisioning: Deploy the chosen server environment (Standard Linux or specialized AI node). - -[ ] Stack Deployment: Install the Dify Docker stack. - -[ ] Knowledge Base Sync: Connect Gitea repository mirrors to Dify Knowledge Nodes. - -[ ] Search Tool Configuration: Integrate API keys for live web searching. - -[ ] Discord Integration: Set up the API bridge for real-time support and archiving. - -[ ] Beta Testing: Grant "The Wizard" and select staff access to the initial Chatbot UI. - -6. Claude Review Notes -[Space for Claude's assessment: This should include a comparison of hosting costs, latency from Minnesota to the hub, and specific provider recommendations for 2026.] - -Output File: firefrost-intelligence-blueprint-final-2026.md - -Next Step: Pass this blueprint to Claude for a final production assessment of where this should be deployed. - -Fire + Frost = Where Passion Meets Precision 🔥❄️ \ No newline at end of file