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// Automation & Workflows

ai-dive-deep

Vlad's Playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded cas…

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// install
git clone https://github.com/Belkins/ai-dive-deep

Vlad's Playbook

The Ultimate AI Dive Deep

A 45-chapter operator field manual where every artifact is live, clickable, and forwardable.

Read it: dive.vladyslavpodoliako.com

   


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.

SurfaceWhat's thereLive link
All 45 chaptersThe whole book, MDX-rendered, with TL;DRs, glossary tooltips, code blocks, and the receipts behind every claim/chapters
Fable 5 — the model fileA hub + 9 spokes on Claude Fable 5 / Mythos 5: pricing, the full benchmark table, the head-to-heads, use cases, the API, and the system card read honestly — ten documented pre-release behaviors, each mapped to the guardrail it demonstrates/fable-5
HTML-izationThe flagship — thesis + 3 embedded live artifacts (AFC pitch deck, AFC robot stable, sanitized client deliverability audit)/html-first
Tier listEvery tool ranked without diplomatic phrasing, plus the live LMArena leaderboard widget/tier-list
Cheat sheet16 reference sections — slash commands, settings keys, hook JSON shape, permission syntax, model routing — printable/cheat-sheet
Glossary67 terms, A–Z, linked inline throughout the chapters/glossary
ResourcesCopy-paste templates: CLAUDE.md skeletons, .mcp.json, hooks, SKILL.md, subagent .md, Docker sandbox + devcontainer, 18 reusable prompts/resources
Research notes11 external signals that shift what to do Monday — sourced, dated, signal-vs-receipt discipline/research-notes
The 12-rule CLAUDE.mdKarpathy's 4 + 8 operator additions, with a receipt per rule/claude-md-rules
For your CFO600-word defense memo. Defend the spend./cfo-case
30-day planCustom 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. A dismissible "what's new" bar at the top of every page surfaces the latest ship with its edition and date, driven by the changelog so it never drifts.


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)

  • 45 chapters in src/content/chapters/*.mdx
  • 29 React/Astro widgets in src/widgets/ (live LMArena leaderboard, sortable tier list, command palette, token-burn calculator, swarm visualizer, persona-agent walkthrough, …)
  • 46 standalone pages in src/pages/ (the surfaces in the table above + the /fable-5 model file & its 9 spokes, the journey, sections index, showcase, vault starter, weekend builds, and more)
  • 67 glossary terms in src/lib/glossary.ts
  • 11 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.

dive.vladyslavpodoliako.com


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.

// compatibility

Platformsapi, web
Operating systems
AI compatibilityclaude
LicenseNOASSERTION
Pricingopen-source
LanguageAstro

// faq

What is ai-dive-deep?

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. It is open-source on GitHub.

Is ai-dive-deep free to use?

ai-dive-deep is open-source under the NOASSERTION license, so it is free to use.

What category does ai-dive-deep belong to?

ai-dive-deep is listed under mcp-servers in the Claudeers registry of Claude-compatible tools.

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