8 RESULTS
Fleet Configuration - JL1 Nova Deployment
qdrantinfrastructureApr 9, 04:15 AM
0.94
JL1 "Nova" (Mac Studio, 192.168.1.169) runs primary model inference with 64GB RAM. Currently hosts Anakin (dolphin-3.0-llama3.3-70b, 68.9GB Q4_K_M) on port 8090. Ollama backend manages model lifecycle. Critical for high-memory tasks and multi-modal inference. WireGuard mesh connects to JL2/JL3 for distributed workloads.
AXIOM Production Deployment Protocol
qdrantdeploymentApr 8, 10:32 AM
0.91
AXIOM (axiom.com.vc) deploys via ~/Desktop/axe-web/scripts/deploy-do.sh. Process: 1) Build Next.js standalone 2) rsync to axiom-worker1 droplet (165.227.44.75) 3) PM2 restart with --update-env flag. Stack: Next.js 14 standalone + PM2 cluster (2 workers) + nginx reverse proxy + Let's Encrypt SSL. Critical: SUPABASE_SERVICE_KEY must be set before PM2 restart.
Crown (Qdrant) Vector Database Architecture
qdrantdatabaseApr 7, 07:20 AM
0.89
Crown vector DB runs on JL3:6333 with 5600+ vectors at 768 dimensions. Collection "axe_persistent_memory" stores all AXE knowledge. Embedding pipeline: text → JL3:8092/v1/embeddings (nomic-embed-text) → Qdrant insert. Search pattern: embed query → POST JL3:6333/collections/axe_persistent_memory/points/search with cosine similarity. Backup strategy: daily snapshots to ~/Desktop/axiom/crown-backups/
Zero API Spend Policy - Enforcement Strategy
bunkerpolicyApr 6, 05:45 AM
0.86
AXE maintains zero API spend through multi-tier fallback: 1) llama-server native on JL2 (primary) 2) Ollama on JL1/JL3 (secondary) 3) Groq free tier (tertiary) 4) Offline error response. GEM-BYPASS strategy uses free Gemini + local Grok (Q4_K_M, 2.5GB/7.3GB) for 80% of tasks. NEVER use paid APIs. unified-dispatch router handles model selection and failover.
Supabase Database Schema - AXIOM Tables
qdrantdatabaseApr 5, 12:10 PM
0.83
AXIOM Supabase instance (eyzurdyscnfeogkrvxsd.supabase.co) has 10 tables: analytics_events, artifacts, brand_kits, content, conversations, invitations, organizations, sessions, usage_logs, users. Auth pattern: cookie "auth_session" → sessions table lookup. RPC function: increment_credits. DUAL env vars: SUPABASE_SERVICE_KEY (edge routes) + SUPABASE_SERVICE_ROLE_KEY (lib/db.ts) both use same value.
AXE-WARDEN Radio AI System
qdrantprojectApr 4, 09:55 AM
0.81
Off-grid AI over UHF radio using $25 Baofeng + local LLM + Whisper. Repo: ~/Desktop/axiom/axe-radio/ (4,070+ lines, 387 tests). Architecture: Voice → Whisper STT → local LLM inference → TTS → UHF transmission. Enables AI access in zero-connectivity scenarios. Next milestone: hardware integration with Baofeng UV-5R + Raspberry Pi for field testing.
Multi-Source Review Protocol (Round Table)
bunkerprocessApr 3, 06:30 AM
0.78
Every major deliverable requires round table review with 3+ independent sources. Script: ~/Desktop/axiom/axe-karp/scripts/round-table.sh auto-discovers fleet models and runs convergent analysis. Convergence (2+ sources flag same gap) = real signal. Applies to: docs >100 lines, architecture decisions, security changes, model deployments. See ~/Desktop/axiom/axe-karp/ROUND_TABLE.md for full protocol.
AuthGate Push Authentication System
qdrantsecurityApr 2, 11:40 AM
0.75
AuthGate (authgate.cloud) provides push-based authentication for AXE services. Team key: nrpb6x7oO3ZQf8BBEuycZ_XTokqsp_ZSOuPTyk6D7rM. 47 API endpoints handle auth flows, session management, and device verification. Integration pattern: service requests auth → AuthGate sends push → user approves → service receives token. Zero-password architecture for sovereign access control.