http://programmer.ie/tags/agent-systems/ Recent content in Agent Systems on Programmer.ie: Modern AI programming Hugo en-us http://programmer.ie/books/agent-architectures/11-chapter/ Mon, 01 Jan 0001 00:00:00 +0000 http://programmer.ie/books/agent-architectures/11-chapter/ <h3 id="what-you-have-built">What You Have Built</h3> <p>This book began with a simple shift: an LLM agent is not just a model response. It is a system built around a model, shaped by roles, context, tools, memory, feedback, coordination, and human direction.</p> <p>Across the chapters, that system grew. Stochasticity became useful variation. A small role-based workflow became a reflective process. Reflection led to versioning, versioning led to coordination, coordination led to natural-language interfaces, and persistent interfaces led to companions, digital lenses, and freestyle cognition.</p>