Concepts

Agentic Workflows

AI systems that break complex tasks into steps, make decisions autonomously, and adapt based on results without constant human input.

What are Agentic Workflows?

Agentic workflows are AI systems that handle complex tasks by breaking them into smaller steps, making decisions independently, and learning from the results.

Instead of following rigid if-then rules like traditional automation, these workflows use AI agents that can plan, execute, adjust, and improve over time. Think of it as giving AI the ability to think through a problem rather than just following a script.

Most builders use agentic workflows for things like customer support (where an agent gathers context, tries solutions, and escalates when needed) or sales outreach (where it personalizes timing and messaging based on response rates). Tools like LangChain and Agentforce make it easier to build these workflows without starting from scratch.

The key difference from basic automation: these agents can handle unexpected situations and get better at their job the more they run.

Good to Know

Break complex tasks into smaller, manageable steps that AI agents handle independently
Learn and improve over time by analyzing outcomes and adjusting their approach
Make autonomous decisions based on context rather than following rigid rules
Integrate with external tools and data sources through APIs to gather information and take action
Handle unexpected situations by adapting their strategy instead of breaking down

How Vibe Coders Use Agentic Workflows

1
Building a customer support system that triages tickets, tries common fixes, and only escalates when it's stuck
2
Creating sales outreach that adjusts email timing based on when people actually respond
3
Setting up quarterly report generation where an agent pulls data from multiple sources and drafts the summary
4
Automating compliance checks that adapt to new regulations without reprogramming the entire workflow

Frequently Asked Questions

Related Terms

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Connection points in a network that can send, receive, or process data. Every device in your network is a node.

n8n

Open-source workflow automation platform that connects apps and APIs with a visual interface and optional code-level control.

Zapier

A no-code automation platform that connects your apps so they work together automatically through workflows called Zaps.

Claude Opus 4.5

Anthropic's most capable AI model, built for complex coding, autonomous agents, and multi-step reasoning tasks.

Agentic Coding

AI agents that autonomously plan, write, test, and refactor code with minimal human prompting, handling entire workflows instead of single tasks.

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