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Vlad's Playbook

The Ultimate AI Dive Deep

A 39-chapter operator field manual where every artifact is live, clickable, and forwardable.

Edition   Live   License: code MIT, content CC BY-NC-SA 4.0


The thesis: HTML-ization

Stop sending dead files. Every report, pitch, audit, deck, and analysis ships as a live interactive HTML artifact on a deployed link — not a PDF attachment that started rotting the second it was exported. The link is current because the repo is. People forward links; they archive PDFs unread.

This repo is the proof. The book about building this kind of artifact is, itself, this kind of artifact — a private GitHub repo deployed to a public link, updated by commit, with two real interactive case studies embedded and clickable inside it.

→ Read the thesis + click the embeds: dive.vladyslavpodoliako.com/html-first


Read it (the site is the book)

The repo is how it's built. The site is what it IS.

Surface What's there Live link
All 39 chapters The whole book, MDX-rendered, with TL;DRs, glossary tooltips, code blocks, and the receipts behind every claim /chapters
HTML-ization The flagship — thesis + 3 embedded live artifacts (AFC pitch deck, AFC robot stable, sanitized client deliverability audit) /html-first
Tier list Every tool ranked without diplomatic phrasing, plus the live LMArena leaderboard widget /tier-list
Cheat sheet 16 reference sections — slash commands, settings keys, hook JSON shape, permission syntax, model routing — printable /cheat-sheet
Glossary 52 terms, A–Z, linked inline throughout the chapters /glossary
Resources Copy-paste templates: CLAUDE.md skeletons, .mcp.json, hooks, SKILL.md, subagent .md, Docker sandbox + devcontainer, 18 reusable prompts /resources
Research notes 9 external signals that shift what to do Monday — sourced, dated, signal-vs-receipt discipline /research-notes
The 12-rule CLAUDE.md Karpathy's 4 + 8 operator additions, with a receipt per rule /claude-md-rules
For your CFO 600-word defense memo. Defend the spend. /cfo-case
30-day plan Custom roadmap with markdown + .ics export /thirty-day-plan

Press ⌘K anywhere on the site — search every chapter, page, section anchor, glossary term, and research note from one box.


The 3 case studies, embedded and clickable

The HTML-ization page doesn't describe the method — it shows it, with three real artifacts the operator-Claude workflow produced:

  • AFC — the pitch deck. Vlad's "Autonomous Fighting Championship" — a dinner-table idea ("robots in an octagon"); friends asked for a deck; one got spun up fast as interactive HTML before the next meeting did. (open it)
  • AFC — the robot stable. Companion doc: every humanoid platform shipping in 2026, filterable, with a profit-per-fighter calculator. (open it)
  • The 90-domain deliverability audit (sanitized sample). A real Folderly external audit of a ~90-domain / ~5K-mailbox cold-email estate — swarmed in days, delivered as a clickable interactive doc instead of a 40-page PDF. Client, every domain, every infra fingerprint de-identified before publication. (open it)

What's in this repo (the receipts)

  • 39 chapters in src/content/chapters/*.mdx
  • 25 React/Astro widgets in src/widgets/ (live LMArena leaderboard, sortable tier list, command palette, token-burn calculator, swarm visualizer, persona-agent walkthrough, …)
  • 25 standalone pages in src/pages/ (the surfaces in the table above + the journey, sections index, showcase, vault starter, weekend builds, and more)
  • 52 glossary terms in src/lib/glossary.ts
  • 9 dated research notes in src/lib/research-notes.ts
  • 3 embedded interactive artifacts in public/artifacts/ — single-file, self-contained, sandboxed-iframe-embedded on /html-first
  • 18 copy-paste prompt templates + 9 hook templates + 5 CLAUDE.md skeletons + 8 SKILL.md templates in src/lib/snippets.ts

The auto-updated LMArena leaderboard widget pulls live from the HuggingFace datasets-server API — the rest of the site is static HTML.


How it's built (5 bullets)

  1. Astro 5 static site generator (astro build). Server components by default; React 18 islands only where interaction needs them.
  2. MDX for chapter content with custom Astro components (<Callout>, <PullQuote>, <TLDR>, <ScreenshotPlaceholder>, <GlossaryTooltip>).
  3. Tailwind 3 with project design tokens (--accent: #FF6B2C, --paper, --line, etc.).
  4. GitHub Pages auto-deploy via .github/workflows/deploy.yml — push to main, live in ~90 seconds at dive.vladyslavpodoliako.com.
  5. Built by a swarm of Claude Code agents in parallel — content migration, widget builds, design system, security scrubbing, deploy pipeline. The process is the technique the book describes; the artifact IS the technique.

Run locally

npm install
npm run dev      # http://localhost:4321
npm run build    # static output → dist/
npm run preview  # serve dist/ locally

Requires Node 20+.


Add a chapter

  1. Drop a new MDX file into src/content/chapters/ matching the schema in src/content/config.ts.
  2. Add the chapter to the ordered list in src/lib/chapters.ts.
  3. The dynamic route at src/pages/chapters/[slug].astro picks it up.

To add a whole new page (resources, /tier-list-style surface, etc.), the six wiring surfaces are codified in the playbook-new-page skill: page file · ⌘K index · chapter cross-link · glossary term · homepage tile · changelog.


Credits

Written and built by Vlad Podoliako — Founder & CEO of Belkins, founder of Folderly, and operator across a portfolio of others.

The book teaches the technique. The artifact IS the technique. The repo is how it's built — but the site is what it IS.


License

  • Code — MIT. Copy the Astro + Tailwind + widget structure into your own living-link artifacts; that's the entire point.
  • Content — CC BY-NC-SA 4.0. Read it, share it, quote it, credit it; don't resell it.

See LICENSE.

About

Vlad's Playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (AFC pitch + sanitized client audit). Read it → dive.vladyslavpodoliako.com

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