Architecture
12 Architecture Patterns from the Claude Code Leak -- Ranked by Payoff for Local AI
Claude Code's leaked source reveals 12 engineering patterns that power a $2.5B product. Ranked by how much each one improves your local AI agent setup.
RWKV-7: Infinite Context, Zero KV Cache — The Local-First Architecture
RWKV-7 uses O(1) memory per token. Context length doesn't increase VRAM. At all. 16 tok/s on a Raspberry Pi. Here's why it matters for local AI and how to run it.
Model Routing for Local AI — Stop Using One Model for Everything
You're running one model for every task. That wastes VRAM, burns electricity, and gives worse results. Model routing sends each task to the right model at the right cost. Here's how to set it up.
MoE Models Explained: Why Mixtral Uses 46B Parameters But Runs Like 13B
MoE explained with our own 3090 and 3060 numbers: a 35B MoE fits 24 GB and beats dense by up to 4x, offload moved the wall to RAM, and where dense still wins.
Beyond Transformers: 5 Architectures for Your $50 Mini PC
We benchmarked RWKV-7 vs gemma3 on a $50 mini PC. The transformer crashed at turn 6. Here are 5 alternative architectures that run better on budget hardware.
How OpenClaw Actually Works: Architecture Guide
5 input types explain the 'alive' behavior: messages, heartbeats, crons, hooks, and webhooks feed a single agent loop. The 3am phone call was just a timer event.
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