More Tools, More Chaos After you build an Agent, the first thing you usually do is give it...
More Tools, More Chaos
After you build an Agent, the first thing you usually do is give it tools: search, code execution, database queries, API calls…
With traditional Function Calling, tool definitions look like this:
@tool
def search_jira(query: str) -> str:
Tools Are the Agent's Hands and Eyes The previous three articles covered the thinking...
How to Build an MCP Style Routed AI Agent System with Dynamic Tool Exposure Planning, Execution, and Context Injection
The model context protocol (MCP) unlocks a skill-first AI architecture where tools are built and reused everywhere, which makes…
What matter most when building agentic tool interfaces.
When One Agent Isn't Enough The previous eight articles built single-agent systems: one...
AI-first devtools need executable CLI contracts: typed schemas, deterministic JSON, local evidence, and handles agents can verify.
