// cluster · AI Agents

AI Agents

Autonomous software entities that can perceive their environment, make decisions, and take actions to achieve specific goals through API interactions.

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///module.indigo.aurora

Clearing my evening thoughts with a personal VPS

How I stopped evening work anxiety by wiring up a private VPS, Matrix, and an Obsidian second brain into an always-on personal AI assistant.

AIAI AgentsSoftware Architecture

Roy Berris · 2026-09-26 · 7 min

///willow.cedar.hollow

Designing APIs for AI Agents: Schemas, Security and MCP

AI agents now call our APIs, but few of us design for them. How I use schemas, consistent patterns, security and MCP ideas to serve developers and agents.

API DesignAI AgentsSoftware ArchitectureDesign Patterns

Roy Berris · 2025-10-21 · 10 min