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AI Agent Engineer — Automating with Intelligence

2025
#AI#Automation#n8n#RAG#Workflow Tools#APIs

2025: AI Agent Engineer — Automating with Intelligence

AI/Automation Agents

Role: Co-Lead AI Agent Engineer
Tech Stack: n8n

The Challenge

Automation isn’t new—but making it intelligent is.
We wanted agents that could do more than repeat tasks—they needed to think, fetch, and act across multiple platforms.

What We Built

  • Built AI/Automation Agents using n8n to orchestrate workflows with APIs like Google, Airtop, Telegram, and others
  • Leveraged AI approaches including RAG systems and advanced prompt engineering to improve agent responses
  • Developed internal tools for AI Agent Engineers:
    • Workflow generator for n8n
    • Prompt generator for AI tasks
    • Miscellaneous utilities to speed up development

The Outcome

Our agents could automate complex workflows across platforms, saving hours of manual effort and enabling the team to focus on higher-level tasks.

Working on this project taught me the importance of systematic AI integration, tooling, and workflow automation.
It was about creating smart systems that help humans work smarter, not harder.

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Jon Rey Galera

Building the future, one line of code at a time

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