I Manage a Team of AI Agents. Here's My Framework.

Most AI agent content targets developers. This talk is for everyone else — marketers, strategists, analysts, writers, PMs — who want to use coding-harness AI tools (Kiro CLI, Claude Code, Codex) for non-technical work. In 65 minutes, I walk through the Managed AI Framework: a practical system for treating AI agents like a team you build, manage, and continuously improve. No coding required. Just structured thinking about how to get dramatically better output from the same models everyone has access to. 📄 More detail + written companion: https://oneillo.com --- WHAT YOU'LL LEARN → How to define agent roles by grouping your tasks by mindset → The difference between persona prompts, skills, and knowledge bases → How to diagnose whether a bad output is a behavior, capability, or knowledge gap → Why shorter sessions produce better results (with research to back it up) → How to start small (one agent) and scale up over time --- TOOLS MENTIONED • Kiro CLI (Amazon) – https://kiro.dev • Claude Code (Anthropic) • Codex (OpenAI) • MCP (Model Context Protocol) – open standard for tool connections These are coding-harness tools that run in your terminal and can read/write files, run scripts, and connect to external services. The framework applies regardless of which one you choose. --- ABOUT ME I'm a product marketing manager who went from AI skeptic (2022) to daily power user running 5 specialized agents with 50+ skills. I don't write code for a living — I write documents, analyze data, build strategy, and manage campaigns. This talk is what I wish someone had shown me a year ago. Blog: https://oneillo.com --- #AIAgents #ProductivityWithAI #AIForNonDevelopers #KiroCLI #ClaudeCode #ManagedAIFramework #AIWorkflow #PromptEngineering #AITools #FutureOfWork