Wednesday, October 8, 2025

Why AI Agent Frameworks Are the Juicero of Today: Embracing Simplicity Over Complexity

Unconventional Wisdom for Building AI Agents

Kickstarting our back-to-school Konvupero event, I launched an engaging lightning talk challenging conventional beliefs about AI agent frameworks. Here’s what you need to know:

  • Simplifying the Process:
    You don’t need complex frameworks to build effective AI agents. Start with a simple loop: input a prompt, decide if a tool is needed, execute, and repeat.

  • Key Concepts Explained:

    • Agent Definition: A system that pursues tasks autonomously.
    • Essential Features: Focus on functionality like context validation and stable output handling.
  • Avoiding Premature Optimization:
    Complications arise from over-engineering. Instead, keep it straightforward, testing early versions against real tasks to understand performance.

  • Frameworks vs. Code:
    Many features in agent frameworks add unnecessary complexity. A simple, code-driven approach is often clearer and easier to modify.

Excited to engage further? Join us for the next Apero in Paris for more insightful discussions! If you’re eager to build framework-free AI agents and tackle vulnerability management, we’re hiring—let’s connect!

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