@hackproduct9: Everyone posts “5 levels of AI agents.” But there’s a 6th that actually ties them together — and almost nobody draws it. 👇 1️⃣ Basic — prompt in, answer out. 2️⃣ Router — strong model for hard, cheap for easy. 3️⃣ Tool Calling — real tools via MCP, grounded answers. 4️⃣ Multi-agent — a manager delegates to specialists and merges. 5️⃣ Autonomous — generates, self-checks, retries until valid. 6️⃣ Loop Engineering — this is where it gets real. You combine the LLM + its harness + orchestration into one workflow, and the agent roams its own loop — plan, call the model, use tools, reflect — looping until the goal is met before it ever returns an answer. Levels 1–5 are capabilities. Level 6 is the craft: wiring those capabilities into a controlled loop that knows when to keep going and when to stop. That’s the difference between a demo and a system. 💬 Are you still building straight-line agents, or engineering the loop? 👇 🔔 Follow @hackproduct for daily AI-engineering tips. #HackProduct #AgenticAI #LoopEngineering #AIengineering #LLMOps

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Wednesday 15 July 2026 20:52:49 GMT