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of AI automation.
Real lessons from building multi-agent systems in production — not theory. Powered by OpenClaw.
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Constraints Over Instructions: What Building 6 AI Agents Taught Us
Why removing tools beats writing rules — lessons from building multi-agent systems with OpenClaw.
Agent Memory, Config Sprawl, and the Context Window Tax
How we collapsed 15 config files to 4, built a two-tier memory system, and designed review workflows that don't drown in noise.
Designing Multi-Agent Architectures That Don't Collapse
Role boundaries, escalation chains, and separation of concerns — patterns we learned running 6 AI agents in production.
What We Write About
AI Agents
Building and orchestrating autonomous AI agents that work together on complex tasks.
Media Generation
AI-powered content creation pipelines — from ideation to publishing at scale.
Automation
End-to-end workflow automation that replaces manual processes with intelligent systems.
Build in Public
Real lessons from production systems — not theory, not demos, just what actually works.
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