#open-source
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5 Architecture Decisions Worth Stealing from an 18K-Star AI Agent Toolkit
A deep dive into 5 architecture decisions from pi-mono: runtime provider registration, dual-layer messaging, injectable tool operations, diff rendering, and session trees. Each one is ready to use in your own AI agent project.
Your AI Conversations Break After 20 Turns? You Need These Three Lines of Defense
Distilled from OpenClaw's context management system: a three-tier defense strategy against context window overflow in LLM applications
Stop Hardcoding Your System Prompts — A Prompt Assembly Pattern Extracted from 672 Lines of Code
A modular, conditionally-rendered prompt assembly framework distilled from OpenClaw's system prompt builder
I Read 1 Million Lines of Code and Found the Layer Most LLM Apps Are Missing
Distilling production-grade resilience patterns from OpenClaw open-source Agent engine into a reusable library for LLM applications