Production systems, real revenue, actual code. No fluff, no sponsored posts. Every guide here is something I've shipped and tested on my own stack.
Set up Hermes, OpenClaw, or any agents in parallel. Real config, real coordination patterns, no marketing fluff.
OptimizationFallback chains, local models, and memory systems that slash token bills without sacrificing capability.
ContentVeo 2, TTS pipelines, and hook-first scripts. My medical shorts channel hits 100K+ monthly views.
MemoryFTS5, vector search, and tiered retention. Your agents remember everything across sessions.
InfraVPS hardening, Tailscale mesh, and 24/7 uptime. From zero to production in one weekend.
RevenueDigital products, affiliate funnels, and autonomous commerce. Real numbers from my own sales.
Semantic memory server for AI agents. 19,500+ facts indexed, 70-98% token reduction, 100% local with FTS5 + bge-m3.
WhatsApp-integrated commerce platform. Landing, dashboard, OTP login, Midtrans payments, order history — all live.
ESP32-S3 companion robot with browser-ROS bridge and LLM brain. Audio streaming confirmed, MCP server with 10 tools.
Hook-first educational shorts. AI-generated visuals via Veo 2, 30-55s format, 100K+ monthly views.
I'm A.W. Wen, an independent AI builder based in Indonesia. I run a 3-agent fleet (Discus, Hermit, Patrick) that manages my businesses, builds my products, and ships while I sleep.
This site documents what actually works — no theory, no sponsored posts. Every guide is something I've built and tested in production. Every build log shows real numbers.
Want to connect? Find me on GitHub or @Aldowenn on Telegram.
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