12 - Jev Controls AI Agents

Jev Controls AI Agents What if AI agents had a decision-making layer that controlled when they run, evaluated their outputs, and decided when to stop? In this build, I combine Jev with CrewAI to create a multi-agent content workflow with a decision gate at both ends. Three CrewAI agents handle research, writing, and editing. Jev acts as the decision layer: 1. Before execution: Jev evaluates the brief, determines the target audience, sets the required depth, and decides whether live research is necessary. 2. After every draft: Jev evaluates the output across four quality dimensions and decides whether to approve it, send it back for revision, or stop the workflow. 3. Feedback-driven revisions: When a draft fails evaluation, the editor receives specific instructions based on the dimensions that need improvement. The agents don't interact with Jev directly. Jev controls the workflow externally, turning evaluation results into actionable feedback and using its verdict to determine the next step. The result is a multi-agent system that doesn't just execute tasks — it evaluates, revises, and knows when to stop. In this video, we explore how decision gates, structured evaluations, and feedback loops can make AI agent workflows more controlled and reliable. GitHub: https://github.com/AIAnytime/jev-crash-course Get the Agentic AI Master Bundle Kit: https://aianytime5.gumroad.com/l/uqmyk Build real-world AI with tutorials, tools, and research from India’s fastest-growing AI community. 🌐 AI Anytime's Website: https://aianytime.net/ 🗓️ Office Hours (AI Consulting): https://officehours.aianytime.net/ 👥 LinkedIn (Community Page): https://www.linkedin.com/company/ai-anytime/ 💬 Join Our Discord: https://discord.com/invite/4aGc9PSMgE 👤 Creator’s LinkedIn (Sonu Kumar): https://www.linkedin.com/in/sonukr0/ 🎁 Support the Channel 💸 UPI ID: sonu1000raw@ybl ₿ Bitcoin Wallet: bc1qsneqznxpzyxzzv006jthz4c8v8h5cs57myw342 AI ANYTIME BRAND MEDIA KIT: https://drive.google.com/file/d/1g6CiYkTsQ_VJ4HYBruZZk40UJZ6ScaVi/view?usp=sharing ✅ Join this Channel for Perks Get access to members-only content and community perks: https://www.youtube.com/channel/UC-zVytOQB62OwMhKRi0TDvg/join #jev #decisionmodel #aiagents