Multi-agent systems, self-reflection, and complex orchestration.
# Exploration and Discovery Most agents take the obvious path every time. That'…
# Prioritization Give an agent one task and it does it. Give it three, and you…
# Evaluation and Monitoring "It works." On whose machine, against which inputs,…
# Guardrails and Safety Patterns A support agent at a company I won't name had…
# Reasoning Techniques Three years ago, getting a model to reason meant trickin…
# Resource-Aware Optimization The first month, the agent cost $40 to run. It wa…
# Inter-Agent Communication (A2A) For a while in 2025, every team building a "m…
# Human-in-the-Loop Autonomy isn't a switch. It's a dial, and the whole craft i…
# Exception Handling and Recovery The agent booked the flight. Then the hotel A…
# Goal Setting and Monitoring "Be helpful." Try writing a test for that. You c…
# Learning and Adaptation Here's a thing that sounds like heresy: most agents p…
# Memory Management You tell the agent your name on Monday. By Wednesday it ask…