autonomous-agent-patterns

The fragment presents a robust design-pattern library for autonomous coding agents. It combines essential components (loop architecture, multi-model orchestration, tool schemas, permissioning, sandboxing, browser automation, context management, and MCP integration) with safety patterns. While potent, its safe deployment hinges on strict runtime enforcement: least-privilege tool permissions, robust input validation, reliable approvals, hardened sandboxing (avoiding shell=True where possible), and auditing of MCP-generated tooling. No evidence of hidden malicious behavior in this artifact itself; treated as a design resource requiring careful implementation controls in production.