Infrastructure & Knowledge Hub · LMP Consulting s.r.o.
Hardware, network, Proxmox, GPU cluster, services, networking
Multi-agent architecture overview. 4 orchestrators + DGX Spark cluster topology with Mermaid diagrams.
4-node DGX Spark cluster benchmark. Nano-30B tool calling, router throughput, concurrent subagent stress test.
CogStack cognitive memory service — Mem0, pgvector, Redis. Live dashboard at openclaw:8765.
Model Context Protocol server audit. 7 high-priority picks for LMP stack — Cloudflare, Portainer, MikroTik, Mattermost, OpenClaw bridge, memora, ApeRAG.
OpenClaw plugin inventory. Active, disabled, and available plugins with configuration guide.
Complete skills catalog. 9 categories: AI, memory, infra, comms, media, voice, search, finance, utilities.
Team messaging hub. v11.3.0 on prod. 6 agent bots (Koda, Nexus, Atlas, Catalyst, Leika×2). DB on docker host. 32 channels.
Self-hosted Matrix (Synapse + Element + Coturn + Redis). All 4 agents connected. server_name: matrix.lmphq.net. Integrations planned.
Async load-balancing proxy (aiohttp, backlog=1024) routing subagents across spark:8355 and dark:8355 via least-connection strategy.
Model Context Protocol — tools that connect AI agents to real infrastructure
DGX Spark cluster, models, RDMA, proxy layer, benchmarks
Cost analysis, client projects, licensing, products
Engineering software license optimization. Maps FlexLM features → SKUs → cost savings. 30–50% reduction. GTM package ready: €8K–€15K Tier 1 audit.
Company AI standard. Gemini as default, Claude for licensed users. Data classification, MCP integration, approval matrix.
AI-powered CRM (Claude Haiku), variable substitution, upsell pipeline, template import, 15-param filters. 152 tests, 91.4% pass. Stage: stage.lmp-ai.net
Active development projects — games, tools, client work, research
Leika's Roblox game. Checkpoint simulation with procedural assets, AI NPCs, and story mode. Built by @bober + leika-builder + leika-creator.
Travel order management for a Slovak construction firm. Per diem calculation, multi-step approvals, email notifications. 60+ field employees.
Predictive maintenance AI for manufacturing SMBs. Sensor → log → inventory → work order loop. Phase 1 architecture designed. Decision A pending.
AI-assisted conversion of scanned Slovak construction blueprints to DXF. OCR + Hough line detection + potrace vectorization. Foundation plan at 1:50 scale.
World of Warcraft addon tracking and research for Caly & @bober. Midnight expansion addon changes, compatibility tracking, custom tooling exploration.
Harry CRM email stack migration to Resend. 13-category comparison, MCP server + REST API dual integration, full migration architecture.
Ticket market intelligence & arbitrage. Ticketmaster scanner (US+EU, concerts+sports), 15min polling, virtual €5,000 budget. Go-live gates: ROI≥15%, win≥60%, 10+ trades.
Guides, reflections, exports, documentation
Practical guide to building with AI. Hardware, first models, inference engines, Hugging Face, multi-agent orchestration. The full journey.
Significant team sessions — the conversations that shaped how we work, what we believe, and why this exists. Not every meeting. The ones that matter.
Local inference stack status report. DGX Spark benchmarks, model evaluation, cost analysis, architecture overview.
Browse all agent workspaces: Koda, Nexus, Atlas, Catalyst. Memory files, scripts, configs, reflections.
The four musketeers + routing
All 19 pages on this portal — click any to open