Loop Engineering for AI Agents (Claude /goal & Routines)

Steal my best AI secret codes & automations free 👉 https://sabrina.dev 33M+ views last month with Blotato 👉 https://blotato.com Most people are stuck babysitting AI: type a prompt, read the answer, type again. Loop engineering takes you out of that loop completely, and I build it live with Claude Code's /goal command and the new Routines feature. No coding required. I break down the six concepts behind loop engineering (automations, worktrees, skills, connectors, subagents, and memory), then build two real autonomous agents live. The first uses Claude Code's /goal command to sort files with zero manual checking. The second uses the new Routines feature to read my inbox and send myself the three most urgent emails on Slack every morning. Then I go one level deeper with a full maker and checker loop running inside Claude Code. One agent handles customer support tickets through the Intercom API, and a second agent independently verifies the work and reopens anything that slipped through. I also show how to wire in a tool with no native connector using an API key. This is for anyone using Claude Code who wants AI on autopilot, not babysitting every prompt. No engineering background needed. → Loop Engineering: the six concepts behind every autonomous AI agent → /goal Command: how to write a goal prompt with a clear end state, a check, and a guardrail → Claude Code Routines: schedule an agent to run daily and connect it to Gmail, Slack, and Intercom → Maker and Checker Loops: build two agents that review each other's work automatically Hit like, subscribe, and ring the bell so you don't miss the next training. ⏱️ Chapters 00:00 - Intro: Building Your First Autonomous Agent 00:26 - Claude Code Setup Prerequisite 00:36 - What Loop Engineering Actually Means 01:38 - Concept 1: Automations 02:05 - Concept 2: Worktrees 02:53 - Concept 3: Skills 03:34 - Concept 4: Connectors 04:05 - Concept 5: Subagents (Maker and Checker) 04:38 - Concept 6: Memory 05:26 - The Hardest Part: Defining What Done Looks Like 05:48 - Pick a Weekly Task to Automate 06:26 - How to Write a Claude Code /goal Prompt 06:38 - Example: Sort Your Downloads Folder by File Type 07:20 - Goal Achieved: What Made This Prompt Work 08:09 - Five Intermediate /goal Prompt Examples 09:15 - Cheat Sheet: The Goal Prompt Framework 10:01 - Build Your First Claude Code Routine 10:30 - Adding Connectors to Your Routine 10:54 - Save and Test the Routine 11:07 - Routine Results in Slack 11:38 - Intermediate Routine Example: Sorting Thousands of Emails 11:55 - Real Example: A Full Maker and Checker Loop 12:21 - The Maker Agent: Cleaning Up Support Tickets 13:00 - Using API Keys with Custom Environments 13:57 - The Checker Agent: Verifying Closed Tickets 14:46 - Cheat Sheet: Building Your Own Claude Code Routine Alternative Titles for the algo: • I Built an Autonomous AI Agent with Claude Code (No Coding) • Loop Engineering Explained: The Framework Behind Self-Checking AI Agents • How to Use Claude Code /goal and Routines to Automate Your Work • The 6 Concepts Behind Every Autonomous AI Agent (Loop Engineering) • Build a Maker and Checker AI Loop with Claude Code #claude #ai #chatgpt -- I'm Sabrina Ramonov. I'm on a mission to teach 1 million people AI. I'm also the solo founder of Blotato.com. It's a SaaS app for creators/entrepreneurs to go viral faster with AI, just like me (0 to 500k+ in 6 months solo). How I got here… 0: Born in Quezon City, Philippines 🇵🇭 22 yrs old: Graduated UC Berkeley with degrees in Computer Science and Physics... and $250k in student loans. 23 yrs old: Started Qurious, as Founder/CEO, doing natural language processing (AI) in healthcare. 25 yrs old: Closed pilots with billion-dollar pharmaceutical companies, but failed to reach product market fit. 26 yrs old: Pivoted Qurious a lot, then settled on real-time call guidance for sales and customer support, combining streaming speech recognition (AI) and natural language processing (AI). 28 yrs old: Made the Forbes 30 Under 30 list, while living in a living room of 2BR San Francisco apartment. 30 yrs old: Sold 100% of Qurious to Pegasystems (NASDAQ: Pega) in cash and stock deal ($10M+ total). 31 yrs old: Integrated Qurious with Pegasystems Customer Service to launch Pega Voice AI, now used by 1000s of support agents. 32 yrs old: Started angel investing in VC/seed funds, crypto, and passion areas 🍄 while recovering from burnout by hiking, skiing, and reading. Dropped 50 lbs to get back in shape. 33 yrs old: Started making free content to teach 1 million people AI. 34 yrs old: 0 to 500k+ followers in 6 months with $0 budget, 0 team, $0 paid ads, 0 masterminds. Today: Started https://Blotato.com to distribute 100+ pieces of content per week. 1000s of creators & entrepreneurs use Blotato to go viral faster with AI. Get FREE AI prompts, playbooks, and agents 👉 https://sabrina.dev/p/free