The AI agent "Wild West" is over. It’s time for engineering discipline. 🤠❌Giving an LLM access to every API, database, and MCP server and hoping it figures things out leads to chaos, hallucinations, and burnt tokens.To fix this, I built a tool harness: a proxy-driven, benchmark-validated ecosystem to make environments truly "AI-ready."Key takeaways from my latest article:1/ MCP is a transport layer, not a UX. Expose high-level intents, not raw, complex REST endpoints.2/ Skills need a context budget. Keep instructions tight and load them on-demand so the model doesn't lose focus.3/ Implement a Learning Loop. Use a transparent proxy to capture interactions, write behavioral unit tests for your AI with strict assertions, and optimize skills based on real failures and token costs.Treat your tool harness with the same discipline you treat your test suite.Read the full post here:👉 https://blog.mornati.net/your-ai-agent-deserves-a-tool-harness-not-a-wild-west#AI #LLM #MCP #ModelContextProtoco...
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