{"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":1263,"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":"2026-06-15T22:19:27.576261+00:00","page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020"},"episode":{"title":"#48 Robin: Stop Wasting Tokens - How Graphify Gives Claude Code a Brain and Slashes API Costs by 60% 💸","slug":"48-robin-stop-wasting-tokens-how-graphify-gives-claude-code-a-brain-and-slashes-api-costs-by-60","published_at":"2026-06-15T05:27:01+00:00","page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020/48-robin-stop-wasting-tokens-how-graphify-gives-claude-code-a-brain-and-slashes-api-costs-by-60","show_page_url":"https://stenobird.com/podcast/ai-fire-daily-7354020","url":"https://rss.com/podcasts/ai-fire-daily/2915696","audio_url":"https://content.rss.com/episodes/331987/2915696/ai-fire-daily/2026_06_15_05_26_57_56673644-b36c-495a-a52b-d6da845499c4.mp3","summary":"Imagine watching your AI coding agent burn through 200,000 tokens just blindly clicking through folders trying to figure out how your app is wired. Graphify just solved this massive \"amnesia\" problem by giving Claude Code a permanent, living knowledge graph of your entire repository before it even starts thinking. We’ll talk about: The 3-Pass Mapping System: How Graphify turns not just code, but meeting transcripts, architecture PDFs, and images into a highly structured knowledge graph. The 120,000-Token Wipeout: The surprising benchmark test where pre-mapping a repo dropped Claude Code's query cost from 200k tokens down to just 80k—without losing accuracy. Graphify vs. Graph RAG: Breaking down why you shouldn't use traditional embeddings for structured codebases, and why deterministic local parsing (tree-sitter) is the smarter play. The \"Living Repo\" Strategy: How to set up an automated git hook so your AI’s memory updates itself with every single commit—plus a slick trick to export it all directly into an Obsidian vault. Keywords: Graphify, Claude Code, Anthropic, AI coding agents, knowledge graph, Graph RAG, token optimization, tree-sitter, LLM memory, codebase mapping, developer tools, Obsidian vault. Links: Newsletter: Sign up for our FREE daily newsletter. Our Community: Get 3-level AI tutorials across industries. Join AI Fire Academy: 700+ advanced AI workflows ($14,500+ Value) Our Socials: Facebook Group: Join 293K+ AI builders X (Twitter): Follow us for daily AI drops YouTube: Watch AI walkthroughs & tutorials","meta_description":"Imagine watching your AI coding agent burn through 200,000 tokens just blindly clicking through folders trying to figure out how your app is wired. Graphi…","key_points":[],"chapters":[],"topics":[],"duration_seconds":475,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/ai-fire-daily-7354020/episodes/48-robin-stop-wasting-tokens-how-graphify-gives-claude-code-a-brain-and-slashes-api-costs-by-60/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-7354020/48-robin-stop-wasting-tokens-how-graphify-gives-claude-code-a-brain-and-slashes-api-costs-by-60.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}