The Meta-Tool Pattern: Why Pre-Writing 100 API Wrappers for AI Agents Is a Mistake

When client teams bring me in to architect agentic infrastructure, one of the most common anti-patterns I find in their codebase is Tool Fatigue. Engineers spend weeks hand-writing and maintaining 80+