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#48 Robin: Stop Wasting Tokens - How Graphify Gives Claude Code a Brain and Slashes API Costs by 60% 💸

7 min · 15. juni 2026
episode #48 Robin: Stop Wasting Tokens - How Graphify Gives Claude Code a Brain and Slashes API Costs by 60% 💸 cover

Beskrivelse

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: 1. Newsletter: Sign up for our FREE daily newsletter. [https://www.aifire.co/subscribe] 2. Our Community: Get 3-level AI tutorials across industries. [https://community.aifire.co/] 3. Join AI Fire Academy: 700+ advanced AI workflows ($14,500+ Value) [https://www.aifire.co/upgrade] Our Socials: 1. Facebook Group: Join 293K+ AI builders [https://www.facebook.com/groups/aifire.co] 2. X (Twitter): Follow us for daily AI drops [https://x.com/aifireco] 3. YouTube: Watch AI walkthroughs & tutorials [https://www.youtube.com/@aifire.official]

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episode #493 Neil: Gemini Omni Has 5 Features Most Creators Never Use cover

#493 Neil: Gemini Omni Has 5 Features Most Creators Never Use

Most creators use Gemini Omni for one thing and stop there. This guide covers five practical workflows that work on footage you already filmed, including location swaps, drone shots, multilingual speech, and in-scene text that moves with your camera. No editing timeline required. ⚡ We'll Talk About: * How to edit real video footage using Gemini Omni inside Google Flow * How to add drone-style camera movement to any static clip * How to deliver the same message in multiple languages without re-recording * How to generate explainer videos from a single short prompt * How to place 3D text labels that stay locked onto real objects as the camera moves * The best practices for prompting, iterating, and knowing when to restart Keywords: Gemini Omni, Google Flow, AI Video Editing, Explainer Video Generator, AI Avatar Translation, AI Tools. Links: 1. Newsletter: Sign up for our FREE daily newsletter. [https://www.aifire.co/subscribe] 2. Our Community: Get 3-level AI tutorials across industries. [https://community.aifire.co/] 3. Join AI Fire Academy: 500+ advanced AI workflows ($14,500+ Value) [https://www.aifire.co/upgrade] Our Socials: 1. Facebook Group: Join 293K+ AI builders [https://www.facebook.com/groups/aifire.co] 2. X (Twitter): Follow us for daily AI drops [https://x.com/aifireco] 3. YouTube: Watch AI walkthroughs & tutorials [https://www.youtube.com/@aifire.official]

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episode #48 Robin: Stop Wasting Tokens - How Graphify Gives Claude Code a Brain and Slashes API Costs by 60% 💸 cover

#48 Robin: Stop Wasting Tokens - How Graphify Gives Claude Code a Brain and Slashes API Costs by 60% 💸

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: 1. Newsletter: Sign up for our FREE daily newsletter. [https://www.aifire.co/subscribe] 2. Our Community: Get 3-level AI tutorials across industries. [https://community.aifire.co/] 3. Join AI Fire Academy: 700+ advanced AI workflows ($14,500+ Value) [https://www.aifire.co/upgrade] Our Socials: 1. Facebook Group: Join 293K+ AI builders [https://www.facebook.com/groups/aifire.co] 2. X (Twitter): Follow us for daily AI drops [https://x.com/aifireco] 3. YouTube: Watch AI walkthroughs & tutorials [https://www.youtube.com/@aifire.official]

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A shocking new economic analysis just exposed the brutal reality behind flat-rate AI subscriptions and why tech giants are quietly losing money on power users. At the same time, the global AI race has reached a boiling point as U.S. export bans on Anthropic trigger a massive open-source countermove from China. We’ll talk about: * How power users maxing out a $200 ChatGPT Pro subscription can easily burn through $14,000 worth of equivalent compute behind the scenes. * U.S. regulators forcing Anthropic to abruptly block foreign access to its flagship models, sending its team rushing to Washington D.C. * China's Zhipu AI immediately capitalizing on the bans by dropping GLM-5.2—a blistering fast, open-source model that just claimed the top spot on major benchmarks. * European AI champion Mistral AI seeking a massive €3 billion funding round to help Europe build its own sovereign alternative to U.S. tech giants. Keywords: OpenAI compute, Fable 5 ban, GLM-5.2, Mistral AI, open-source AI. Links: 1. Newsletter: Sign up for our FREE daily newsletter. [https://www.aifire.co/subscribe] 2. Our Community: Get 3-level AI tutorials across industries. [https://community.aifire.co/] 3. Join AI Fire Academy: 700+ advanced AI workflows ($14,500+ Value) [https://www.aifire.co/upgrade] Our Socials: 1. Facebook Group: Join 293K+ AI builders [https://www.facebook.com/groups/aifire.co] 2. X (Twitter): Follow us for daily AI drops [https://x.com/aifireco] 3. YouTube: Watch AI walkthroughs & tutorials [https://www.youtube.com/@aifire.official]

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episode #07 Alex: [Claude AI Mastery Playbook] Lesson 5: 3 Practical Claude Cowork Use Cases & A Bonus Skill cover

#07 Alex: [Claude AI Mastery Playbook] Lesson 5: 3 Practical Claude Cowork Use Cases & A Bonus Skill

In reality, the difference between a basic AI workflow and a real AI agent workflow is not just the number of steps - it’s how well you connect files, rules, tools, outputs, and review loops into one repeatable system. In this episode, we’ll break down how to build multi-step Claude Cowork workflows that can handle more complex tasks from start to finish. Instead of only asking Claude for one answer, you’ll learn how to give it a structured process: read the right materials, follow clear instructions, work across different files, create useful outputs, and improve the result through review. No coding. No complex automation setup. Just a clear system you can reuse for research, content planning, business analysis, lead generation, client work, or internal team workflows. We’ll talk about: * Single-Step vs Multi-Step Workflows: Why advanced AI work needs more than one prompt and how to think in clear task stages. * Agent Workflow Structure: How to break a complex goal into input, research, analysis, output, and review steps. * Workspace and File Setup: How to prepare folders, source files, templates, and rules so Claude knows exactly where to work. * Practical Multi-Step Use Cases: How Claude Cowork can turn raw information into structured documents, insights, summaries, or reusable outputs. * Review and Improvement Loop: How to check Claude’s work, refine the instructions, save the task, and make the workflow repeatable. Keywords: Claude AI, Claude Automation, AI Productivity, Claude Workflows, Claude 2026, AI Automation. Links: 1. Newsletter: Sign up for our FREE daily newsletter. [https://www.aifire.co/subscribe] 2. Our Community: Get 3-level AI tutorials across industries. [https://community.aifire.co/] 3. Join AI Fire Academy: 700+ advanced AI workflows ($14,500+ Value) [https://www.aifire.co/upgrade] Our Socials: 1. Facebook Group: Join 291K+ AI builders [https://www.facebook.com/groups/aifire.co] 2. X (Twitter): Follow us for daily AI drops [https://x.com/aifireco] 3. YouTube: Watch AI walkthroughs & tutorials [https://www.youtube.com/@aifire.official]

15. juni 202618 min
episode #492 Neil: How To Make Money With AI While Others Just Waste It cover

#492 Neil: How To Make Money With AI While Others Just Waste It

Most people using AI are busy but not profitable. This guide breaks down the exact framework used by real businesses to turn AI into revenue, including better prompting with MAPS, smart automation using the Rule of R, full agent workflows, and outcome-based pricing that protects your margins. 🔥 We'll Talk About: * Why selling AI tools is the wrong move and what to do instead * The MAPS framework for writing prompts that produce usable output every time * How to use the Rule of R to decide what is worth automating * When to use ChatGPT, when to use Make or Zapier, and when to build a full agent workflow * How to keep humans in the loop so your AI workflows do not drift * How to price your AI services based on outcomes, not tool costs Keywords: How To Make Money With AI, AI Prompting Framework, MAPS Framework, AI Agent Workflow, AI Pricing Strategy, AI Tools. Links: 1. Newsletter: Sign up for our FREE daily newsletter. [https://www.aifire.co/subscribe] 2. Our Community: Get 3-level AI tutorials across industries. [https://community.aifire.co/] 3. Join AI Fire Academy: 500+ advanced AI workflows ($14,500+ Value) [https://www.aifire.co/upgrade] Our Socials: 1. Facebook Group: Join 293K+ AI builders [https://www.facebook.com/groups/aifire.co] 2. X (Twitter): Follow us for daily AI drops [https://x.com/aifireco] 3. YouTube: Watch AI walkthroughs & tutorials [https://www.youtube.com/@aifire.official]

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