
Agent Blueprint
Build autonomous AI agents — the practical blueprint
What it does
Most AI guides are too theoretical or too technical. Agent Blueprint is a 40+ page practical guide based on a real system running 24/7 across multiple businesses. Learn to set up autonomous AI agents with OpenClaw: persistent 3-layer memory, heartbeat monitoring, multi-agent delegation, voice integration, and production security. Includes a 30-day checklist. Bonus chapter covers real monetization paths — $4-5K/month potential. No hype, just a practical framework.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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