{"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":"#538 Neil: AI Engineer Roadmap For Building Real AI Systems Fast","slug":"538-neil-ai-engineer-roadmap-for-building-real-ai-systems-fast","published_at":"2026-07-16T11:45:24+00:00","page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020/538-neil-ai-engineer-roadmap-for-building-real-ai-systems-fast","show_page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020","url":"https://rss.com/podcasts/ai-fire-daily/2995769","audio_url":"https://content.rss.com/episodes/331987/2995769/ai-fire-daily/2026_07_16_11_47_06_6bb7ba39-24d7-40d6-8f36-9e23bcfa17f9.mp3","summary":"Follow a practical AI Engineer Roadmap from Python basics to LLM apps, RAG systems, and agentic workflows. Each phase includes clear skills, real projects, testing steps, and portfolio advice so you can build work that employers and clients can understand. 🚀 We’ll Talk About Learning Python for practical AI projects Understanding how AI models produce results Building a focused application with an LLM API Creating a RAG system with private documents Building an agentic workflow with LangGraph Testing projects and preparing a credible portfolio Using Fable 5 or ChatGPT 5.6 during each phase Keywords : AI Engineer Roadmap, AI Engineering, Python For AI, LLM Application, LLM API, 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 295K+ AI builders X (Twitter): Follow us for daily AI drops YouTube: Watch AI walkthroughs & tutorials","meta_description":"Follow a practical AI Engineer Roadmap from Python basics to LLM apps, RAG systems, and agentic workflows. Each phase includes clear skills, real projects…","key_points":[],"chapters":[],"topics":[],"duration_seconds":875,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/ai-fire-daily-7354020/episodes/538-neil-ai-engineer-roadmap-for-building-real-ai-systems-fast/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-7354020/538-neil-ai-engineer-roadmap-for-building-real-ai-systems-fast.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}