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Engineering insights on deploying, managing, and scaling AI agents in production.
Architecture
One agent per user: how penpal is built on Maritime
penpal gives every learner a private OpenClaw agent on Maritime: 24 personas, one call to provision, and a friendship that lives on the agent's own disk.
Aug 28, 20263 min read
ArchitectureEvery agent framework is secretly the same five pieces
Strip the branding off OpenClaw, Hermes, ZeroClaw, or Claude Code and the same anatomy appears: a loop, a config, a state directory, a front door, a clock.
Aug 17, 20266 min read
ArchitectureWhy AI Agents Need Sleep/Wake Architecture
Most AI agents sit idle 99% of the time, burning money on always-on infrastructure. Sleep/wake architecture changes that. Here is how it works and why it matters.
Feb 18, 20266 min read