MCP is not a hosted service, a replacement for app logic, or a fix for hallucinations. It is a protocol that provides access to real tools and data, and still requires good prompts and UX
PHP
Multi-Agent Orchestration in Laravel: When You Actually Need It
A practical take on multi-agent setups in Laravel: another agent only earns its place when it needs its own model, tools, or instructions. Good piece on delegation tradeoffs, context handoff, and how to test routing Read more…