
"For years, automation has promised to make our lives easier - and to some extent, it has. But in 2025, things feel different. Traditional automation resembles a giant "if-else" statement that struggles to adapt to diverse situations. Agentic AI changes that narrative by enabling workflows to adjust and optimize themselves for countless scenarios that were difficult for older automation tools. In October 2025, OpenAI launched its AgentKit tool for building AI agents, and let me tell you, it is glorious!"
"AgentKit lets developers build AI agents that can chain together multiple tools and make autonomous decisions based on context. Will it make Zapier and n8n obsolete? Not entirely, but it does fundamentally change when and why you'd reach for traditional automation. In the later parts of this article, we will build an ad campaign agent using AgentKit's Agent SDK and its equivalent in n8n. The agent will be able to analyze ads, make creative decisions, and optimize the ads to improve performance."
Agentic AI enables workflows to adapt, optimize, and make autonomous decisions across diverse scenarios that traditional trigger-action automation struggles to handle. AgentKit, launched in October 2025, provides tools to build AI agents that chain multiple tools, evaluate context, self-optimize, and apply compliance guardrails. AgentKit changes when and why teams choose classic automation platforms like Zapier and n8n, excelling at complex multi-step workflows, unclear inputs, performance-driven tasks, and products where the agent is the feature. An example use case builds an ad campaign agent to analyze creatives, make decisions, and iteratively improve ad performance.
Read at LogRocket Blog
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