Stateful vs Stateless Agent Design Trade-Offs
Building durable state solves agent amnesia but introduces new production failures.
Darian Kwok
Section
Agent Loop Design
8 stories in Agent Loop Design.
Multi-Agent Orchestration With Supervisor and Subagent Roles
Supervisor agents solve tool overload, context limits, and reasoning collapse in production systems.
Priya Subramaniam
Preventing Infinite Loops in LLM Planning Agents
Discover the three root causes of infinite loops in LLM agents and how to stop them.
Darian Kwok
ReAct vs Plan-and-Execute Agent Architectures
Choosing the right loop shape determines whether your agent adapts or derails.
Darian Kwok
Dynamic Tool Selection in Agents With Large Tool Sets
Models drowning in tool catalogs need smarter filtering to stay accurate.
Marcus Tewolde
Parallel Tool Calling in Agent Decision Cycles
Calling multiple tools at once cuts agent steps in half and beats stronger sequential models.
Priya Subramaniam
Context Window Budget Management in Long Agent Loops
Bigger windows won't stop AI agents from forgetting what they learned moments ago.
Marcus Tewolde
Tool-Call Retry Logic and Backoff Strategies for Agents
How to build recovery logic that stops agents from silently failing at scale.
Saoirse Ó Flaithearta