Building Agent Loops That Actually Work: Beyond Automation Hype

While agent loops are heralded as the future of automation, many implementations fail to deliver real results. This article breaks down the essential components of effective loops—from clear goal definition to knowledge integration and verification—using a practical media optimization case study. The critical insight: verification and measurable progress tracking are what separate truly functional automation from systems that merely produce plausible output.