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Thursday, October 1, 2026
Autonomous agentic workflows are AI-driven processes where large language models (LLMs) and autonomous agents iteratively plan, make decisions, use tools, and complete complex multi-step tasks with minimal human intervention.
AI Overview
Autonomous agentic workflows are AI-driven
processes where large language models (LLMs) and autonomous agents
iteratively plan, make decisions, use tools, and complete complex
multi-step tasks with minimal human intervention.
Core Components
- Planning & Decomposition: The system breaks a high-level goal down into manageable sequential or parallel subtasks.
- Tool Use: Agents dynamically call external APIs, databases, or software tools based on situational need rather than rigid pre-scripted paths.
Key Differences: Traditional vs. Agentic
- Traditional Automation: Follows hardcoded, rigid sequential rules that break when inputs change unexpectedly.
- Agentic Workflows: Leverages non-deterministic AI reasoning to adapt dynamically to variable environments and unstructured data.
- Platforms & Implementation: Enterprise architectures can orchestrate these components using structured automation frameworks, such as setting up Create Autonomous AI Agentic Workflows in cloud infrastructure platforms.
If you want to dive deeper, let me know:
- Are you looking to build an agentic workflow using a specific framework (like LangChain, LlamaIndex, or Mastra)?
- Do you need an example for a specific industry use case (like customer support, data pipelines, or IT automation)?
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Going to college is not really about learning a trade it is learning to ask useful questions. Why?
Because if we cannot formulate the right questions at the right time we all die pretty young.
Like in College in the late 1960s and 1970s the rumor was that "You can't get lung cancer from smoking Marijuana". Whereas the truth is that you can get lung cancer from smoking marijuana or Cigarettes or pipes or Cigars. It's all about the same regarding lung cancer.
So, being able to ask the right questions and to get the right answers is really important in life.
For example, some guy in the last 20 years nearby where I live let his girlfriend drive his souped up mustang. Well. She was dead in about 10 seconds when she spun out and hit a tree because she had never driven a car this powerful before.
In my own life just after I taught my first wife to drive my 1968 Camaro in 1976 that I bought new at age 20 she got mad at me on a dirt road with our son in back and floored this powerful car and the car flew through the air into a huge set of Manzanita Bushes because she didn't realize what would happen with that much power if you did that. Luckily my son (without a seat belt because this was 1976 and not now survived this at age 2 and my wife also survived this but I still remember the helpless feeling after teaching her to drive of my Camaro flying through the air into Manzanita Bushes.
But, since no one died or was seriously injured it all turned out okay except my wife and baby son were both Crying and hysterical for awhile. But at least they both survived this experience while I watched it all happen in horror as my wife and son flew through the air into Manzanita bushes in my 1968 Camaro.
The picture above is a slightly darker shade of Metallic Blue than I had on mine but I did get it up to 145 miles an hour at one point around 1969. I bought it new in 1968 for 3500 dollars and sold it in 1978 when my son was 4 years old and bought a Toyota Longbed Truck SR-5 a 1976 one because I was a landscaping Contractor then in La Jolla and Rancho Santa Fe near San Diego because there was a lot of money to be made there in the late 1970s and early 1980s at that time. I often rented Bobcats and Ditch Witches and Backhoes and consulted with Landscape Architects in the kind of work I did then.
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