Ai-Agents

Most ‘my agent broke’ investigations don’t end at the model. They end in memory design, tool scope, orchestration logic, or missing observability. This post covers the plumbing that actually determines whether an agent works in production.

The term ‘AI agent’ gets applied to everything from a ChatGPT thread with a button to systems that autonomously manage deployments. That imprecision directly shapes the architectures you choose and the failure modes you inherit.