AI Agents vs AI Workflows: How to Choose for Production

Melvin Vivas · X post · 2026-09-28 · Open on X

Topics: AI Agents, Tool Use & MCP, AI System Design & Architecture, LLMOps, Deployment & Monitoring · Level: intermediate

Summary

The post links to a blog article on how to choose between autonomous AI agents and fixed AI workflows for production systems. The post itself only gives the title and the link, so the actual guidance is in the article.

Key points

• Topic: choosing between AI agents (the model decides the steps) and AI workflows (the steps are set in advance) for production.
• The post is only a title and a link. Read the linked AIBackends article for the decision criteria.
• The caption has a second, cut-off link (aibackends.com/blog/ai-agents) that returns 'Page not found'. Use the full URL instead.

Resources mentioned

• AI Agents vs AI Workflows: How to Choose for Production (AIBackends blog) · article · aibackends.com · free
  Blog post on when to use an AI agent and when to use a fixed AI workflow in production systems.

Try this

• Read the full blog post on AIBackends.