TimeFreedom

IT Pro | Crypto Investor | #NFT Collector | Discord: TimeFreedom#5888 | @DApeWives | @leapnverse

[Andrew Bolis @AndrewBolis]

There are 3 ways you can use AI in your workflows.

Non-Agentic (prompts), AI Agents and Agentic AI.

Each works differently and has specific use cases.

Here are the pros, cons and guidelines for using each.

[ bookmark 🔖 this post for later ]

💻 Non-Agentic AI
↳ Simple prompt-response AI with no memory or reasoning.

🛠️ How it works:
↳ User enters one prompt, system replies in isolation
↳ Output generated instantly without refinement
↳ Interaction ends with no context retained

🟢 Pros:
↳ Fast, cheap, and widely accessible
↳ No technical setup required
↳ Ideal for one-off, simple tasks

🛑 Cons:
↳ No reasoning or memory
↳ Quality depends on prompts
↳ Weak for multi-step work

📈 How to start using:
↳ Open ChatGPT, Claude, or Gemini
↳ Write clear, specific prompts
↳ Copy, edit, and reuse output

🤖 AI Agent
↳ Single-task AI worker built to automate one job.

🛠️ How it works:
↳ User defines one clear role (e.g., update CRM)
↳ Agent pulls inputs and uses integrated tools
↳ Executes and outputs without supervision

🟢 Pros:
↳ Automates repetitive tasks
↳ Specialized and very capable
↳ Easy to refine within roles

🛑 Cons:
↳ Limited scope, rigid use
↳ Breaks if inputs are unclear
↳ Needs coordination to work with other agents

📈 How to start using:
↳ Select one repetitive task
↳ Connect LLM via Zapier, LangChain, or API
↳ Link inputs/outputs and test

🚀 Agentic AI
↳ Self-managing AI that plans, executes, and improves.

🛠️ How it works:
↳ Goal broken into smaller sub-tasks
↳ Connects to tools, APIs, and data sources
↳ Refines results with memory and feedback

🟢 Pros:
↳ Handles complex, multi-step projects
↳ Integrates with tools and databases
↳ Produces consistent outcomes

🛑 Cons:
↳ Slower and more expensive
↳ More complex and resource-intensive
↳ Difficult to configure, needs regular maintenance

📈 How to start using:
↳ Use LangChain, CrewAI, or AutoGen
↳ Assign roles (Planner, Executor, Critic)
↳ Add memory and feedback loops

In short:
Non-Agentic AI = prompts
AI Agents = Automate one task
Agentic AI = Run complex workflows

Start with prompts. Then try AI Agents or Agentic AI.

Use all three to get the most out of AI.

📌 Get Advanced ChatGPT Guide (free): https://t.co/kOBWfKrBaX

👉 Follow me @AndrewBolis for more and 🔄 Repost this to help others use AI

[StarSavior Official @StarSavior_EN]

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[TimeFreedom @aka_timefreedom]

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[Steam Deck Gaming @SteamDeckGaming]

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[Silver and Blood @SAB_EN_Official]

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[TimeFreedom @aka_timefreedom]

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[TimeFreedom @aka_timefreedom]

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[TimeFreedom @aka_timefreedom]

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[TimeFreedom @aka_timefreedom]

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