{"podcast":{"title":"AI Fire Daily","slug":"ai-fire-daily-7354020","podcast_index_feed_id":7354020,"rss_url":"https://media.rss.com/ai-fire-daily/feed.xml","website_url":"https://www.aifire.co/subscribe","image_url":"https://media.rss.com/ai-fire-daily/20250604_090646_e7b928bbae0190271124179ee55fb4ce.jpg","author":"AIFire.co","episode_count":1522,"summary":"AI Fire – Master AI with practical guides. Your daily hub for AI-powered productivity. Join 72,000+ professionals from Google, Meta, Microsoft, Tesla, and more. AI Fire Podcast is your go-to resource for everything AI, from the latest trends to how AI can transform your career. Hosted by the AI Fire team and AI enthusiasts, we focus on providing you with practical tips to boost your productivity using AI tools and strategies. Our mission is to help you keep up with AI trends, master new skills, and get more done in less time. Whether you're looking to make money with AI, dive into prompt engineering, or explore automation and AI workflows, we've got you covered. Sign up for our FREE daily newsletter : https://www.aifire.co/subscribe Get 3-level AI tutorials across industries in our Community : https://community.aifire.co/ Join AI Fire Academy : 500+ advanced AI workflows ($14,500+ Value): https://www.aifire.co/upgrade Email us : services@aifire.co In the AI Fire Podcast , we cover a wide range of topics such as: How to make money with AI AI Tools and AI Jobs Prompt Engineering AI Automations and AI Workflows AI Research and AI Reports AI Case Studies AI Startups and AI Books AI Gr…","last_synced_at":"2026-09-14T10:21:00.383728+00:00","page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020"},"episode":{"title":"#512 Neil: Agent Loops Fix Repeated AI Mistakes Automatically Now","slug":"512-neil-agent-loops-fix-repeated-ai-mistakes-automatically-now","published_at":"2026-06-25T15:18:48+00:00","page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020/512-neil-agent-loops-fix-repeated-ai-mistakes-automatically-now","show_page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020","url":"https://rss.com/podcasts/ai-fire-daily/2943167","audio_url":"https://content.rss.com/episodes/331987/2943167/ai-fire-daily/2026_06_25_15_17_05_5f6901bc-1ae0-4001-8fa5-1c7c7473fab8.mp3","summary":"Agent loops let AI check and fix its own mistakes instead of you re prompting it over and over. This guide breaks down what agent loops are, how the Reason Act Observe Repeat cycle works, real X examples from coding agents, and where loops genuinely fall short, written for complete beginners. 🔁 We'll talk about: What an agent loop actually is, in plain terms The Reason → Act → Observe → Repeat cycle Why most people still fix AI mistakes by hand Common misconceptions about needing many agents Three types of loops: solo, maker-checker, and manager with helpers Real examples from people running loops on X The honest limits of what a loop can fix Keywords : Agent Loops, Reason Act Observe Repeat, Maker Checker Loop, AI Self Correction, Claude Code Goal, AI Tools. Links: Newsletter: Sign up for our FREE daily newsletter. Our Community: Get 3-level AI tutorials across industries. Join AI Fire Academy: 500+ advanced AI workflows ($14,500+ Value) Our Socials: Facebook Group: Join 294K+ AI builders X (Twitter): Follow us for daily AI drops YouTube: Watch AI walkthroughs & tutorials","meta_description":"Agent loops let AI check and fix its own mistakes instead of you re prompting it over and over. This guide breaks down what agent loops are, how the Reaso…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1074,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/ai-fire-daily-7354020/episodes/512-neil-agent-loops-fix-repeated-ai-mistakes-automatically-now/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/ai-fire-daily-7354020/512-neil-agent-loops-fix-repeated-ai-mistakes-automatically-now.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}