Editorial
Multi-Agent Architecture: Coordinator and Specialist Agents
Why single monolithic agents degrade under complex toolsets, and how to architect a multi-agent system using the Coordinator + Specialist Subagents pattern in Python.
Showing 17 posts filtered by:Tag: #Agentic AIClear all
Editorial
Designing a Production-Ready Toolset for AI Agents
Design robust APIs for LLMs. Master tool sequencing prerequisites, semantic description engineering, policy verification gates, and atomic execution boundaries.
Editorial
Handling Tool Errors Gracefully: Structured Resilient Conventions
Why tools in agentic AI systems must never raise raw exceptions, and how to implement a structured error convention that lets models reason about failures and self-heal.
Editorial
Building the Agentic Loop: Autonomous Multi-Step Reasoning
Demystify AI agents from first principles. Learn how the fundamental 'while True' agentic loop enables models to iterate, call multiple tools, and solve complex goals autonomously.
Medium
Part 4: The Final Frontier — Governance, Evals, and Human-in-the-Loop
In the previous parts, we built the brain, the hands, and optimized the engine for cost. But in an enterprise setting, “it usually works” is...
Medium
Part 3: The Scaling Problem — Economics, Model Routing, and Prompt Caching
In Parts 1 and 2 , we built an agent that can think and act. But in a production environment, an agent that “loops” is an agent that “spends...