PODCAST · education
My Claude Journey
by Shachaf Aviv
Welcome to **Mastering Claude**, the definitive step-by-step guide to understanding, steering, and getting real work done with Anthropic's Claude. Whether you're using the web app, Claude Code, desktop tools, or integrations, this course-style podcast breaks down the mechanics behind AI context windows, prompt design, tool usage, and failure modes. Each short episode covers one core lesson from the course, turning complex technical concepts into practical, real-world habits you can apply immediately. Hosted and produced for builders, analysts, developers, and power users.
Episodes
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Episode 16: Artifacts
When should an AI output be a chat answer, a downloadable file, or a hosted artifact? In this episode, we explore the world of Claude Artifacts—from built-in typed documents like Docs, Slides, and Design canvases to hand-built interactive web apps. Discover how live versioning updates shared…
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Episode 15: Files
What actually happens when you attach a PDF or a massive spreadsheet to a chat? In this episode, we reveal the two distinct paths file uploads take: direct context loading for PDFs and documents versus Python sandbox code execution for spreadsheets and data files. Learn why running code over data...
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Episode 14: The Apps and Their Modes
Which surface should you choose when starting a new task? In this episode, we compare the web app, desktop app, and mobile app as three distinct windows onto a single cloud-based Claude account. We break down desktop-only capabilities like linked local folders and computer use, explore the...
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Episode 13: Skills
How do you give Claude complex, multi-step capabilities without filling up your context window on every turn? In this episode, we dissect the Agent Skills open standard and the principle of progressive disclosure. Learn how a skill folder with a SKILL.md file keeps token costs minimal by loading...
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Episode 12: Privacy & Data
What happens to your conversations, files, and code after you hit send? In this episode, we unpack AI retention periods, privacy controls, and model training settings. We walk through the exact lifecycle of a chat—from history storage to 30-day server deletions and 5-year training pipeline…
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Episode 11: Memory
How does Claude hold onto your role, preferences, and ongoing projects without needing to be reminded every time? In this episode, we trace the architecture of AI memory. We examine how facts are saved in real-time as separate topics in Settings rather than through daily summaries. Discover how...
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Episode 10: Digital Workspaces
How do Claude Projects turn reference files and standing instructions into custom AI workspaces? In this episode, we examine how project knowledge reaches a chat—comparing full context loading in small projects against RAG semantic search in massive document libraries. We cover project...
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Episode 9: System Steering
here should you place your AI instructions so they actually stick? In this episode, we evaluate the different instruction surfaces—from account-wide settings and project instructions to CLAUDE.md files and single-chat prompts. Learn how to run the sorting test to determine where rules belong…
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Episode 8: Precision Prompting
Stop getting generic AI responses by mastering the core components of effective prompting. This episode walks you through rebuilding weak prompts piece by piece using four key elements: Goal, Context, Limits, and Output Shape. Learn how to leverage concrete examples, XML tags, and document…
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Episode 7: Failure Modes
Why do AI models hallucinate, drift, or produce generic answers? In this episode, we analyze the 9 distinct failure modes—including fabrications, invented citations, confident approximations, stale knowledge, instruction decay, sycophantic drift, and averaging. We explain why text prediction...
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Episode 6: Costs & Control
How do Pro subscription limits work, and why do long chats drain your allowance so quickly? This episode demystifies Claude's resource management, covering 5-hour session limits, weekly usage caps, and pay-as-you-go usage credits. We break down per-token API pricing—explaining why output tokens...
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Episode 5: Tiers & Reasoning
How do you choose the right model tier for a complex job? In this episode, we compare Claude's model family—from lightweight Haiku to Sonnet, Opus, and Fable. We explore adaptive thinking, showing how forcing the model to write out its internal step-by-step reasoning catches multi-step traps and...
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Episode 4: External Reach
How does Claude step outside its fixed training data to interact with the world? In this episode, we trace the step-by-step tool loop—the ask, act, return cycle that lets Claude search the live web, read pages, and manipulate local files. We examine the fixed knowledge cutoff date and explain why...
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Episode 3: Layers of Context
When you type a simple message, Claude reads far more than just your text. This episode dissects the hidden prompt stack built into every turn—from Anthropic's system prompts and tool descriptions to account preferences, project instructions, memory, and tool results. Learn how prompt caching...
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Episode 2: Tokens & Context Windows
How do AI models measure text, and why do long chats start losing quality? In this episode, we unpack the mechanics of tokens and context windows—the foundational units behind AI memory, platform limits, and usage costs. We explore why Claude forgets everything between messages and must re-read…
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Episode 1: The Landscape
What is the difference between "Claude" the AI model and the software products built around it? In this debut episode, we break down how the same underlying model runs across various surfaces—from web and desktop apps to Claude Code, browser extensions, and Microsoft Office add-ins. We examine…
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ABOUT THIS SHOW
Welcome to **Mastering Claude**, the definitive step-by-step guide to understanding, steering, and getting real work done with Anthropic's Claude. Whether you're using the web app, Claude Code, desktop tools, or integrations, this course-style podcast breaks down the mechanics behind AI context windows, prompt design, tool usage, and failure modes. Each short episode covers one core lesson from the course, turning complex technical concepts into practical, real-world habits you can apply immediately. Hosted and produced for builders, analysts, developers, and power users.
HOSTED BY
Shachaf Aviv
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