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What you’ll learn Pick a path All 20 Start Day 01
Pradhya Practices · The Capable Series & beyond

From curious to capable.

Twenty practices + a Capstone Track on working with Claude. Pick the outcome you want; we’ll show you the path.

20
practices
180+
units
4
days of code you keep
$5
total API spend (free tier)
What you’ll learn

Ten things you’ll be able to do by the end.

Talk to Claude with intent

Write prompts with structure. Climb the prompt ladder. Build a personal library.

Capable Series · Prompt Engineering

Ship an agent that runs tomorrow

Eval harness, retries, observability, the full Plan-Act-Observe-Reflect loop.

Capable · Agents · Observability

Work like a senior engineer in Claude Code

Plan mode, subagents in parallel, hooks, plugins, MCP servers.

Claude Code · Power Patterns

Run your week with Cowork

Meeting prep, weekly review, contract review, customer triage — the seven workflows.

Cowork · Real-Life Claude

Build & ship Claude Skills

SKILL.md from scratch. Progressive disclosure. Distributing to your team.

Skills End-to-End

The agent engineering playbook

The five workflow patterns, context engineering, and tool design decisions serious teams use in production.

Agent Engineering · Context Eng

Build a second brain on a Pi

A private second-brain pattern: NanoClaw + LLM Wiki on a small box, connected to your messages.

NanoClaw on Mac Mini

Speak AI engineering

Training vs inference, embeddings, RAG, fine-tuning intuition — in plain words.

AI Foundations

Know why any of it works

The ten papers behind modern AI — attention to RLHF — each as an animated deep-dive diagram.

First Principles · Under the Hood

Ship real SaaS with Claude Code

From git init to first paying user. CLAUDE.md, MCPs, /ultrareview, deploy pipeline.

Real SaaS with Claude Code

Build an AI-native startup

The 4-stage map — Idea, MVP, Launch, Scale — with founder stories from Ambral, HumanLayer, Vulcan, Carta, Anything.

The Founder’s Playbook
Pick your path

Three sequences depending on who you are.

Beginner · ~6 sessions

The curious professional

You’ve tried Claude. You want to use it well in your week.

  1. First Principles — the 10-paper primer (1 hr)
  2. The Capable Series (4 days)
  3. Cowork · The Operations Studio
  4. Real-Life Claude · workflows
Shipper · ~8 sessions

The founder / indie dev

You want to ship a real product with Claude doing the heavy lifting.

  1. The Founder’s Playbook — the 4-stage map
  2. Capable Series Days 01–02
  3. AI Engineering Foundations
  4. Cowork — founder ops + recipes
  5. Real SaaS with Claude Code
  6. Agents · production-grade
  7. Observability — for the launch
  8. Real-Life Claude — ops workflows
All twenty, at a glance

Or browse the full catalog.

W00 · Theory First Principles of Modern AI 10 papers · 10 animated deep dives Primer W01 · Foundations The Capable Series 4 days · 28 units W02 · Engineering Claude Code · Terminal Craft 3 days · 15 units W03 · Operations Cowork · Ops Studio 4 days · 23 prompts W04 · Advanced The Agents Practice 4 days · 15 units W05 · Hardware NanoClaw on Mac Mini 2 days · 12 units W06 · AI Eng AI Engineering Foundations 3 days · 12 units W07 · Agents Agent Engineering Playbook 3 days · 12 units W08 · Skills Building Skills E2E 4 days · 19 units W09 · Workflows Real-Life Claude 3 days · 12 units W10 · Power Claude Code Power Patterns 3 days · 12 units W11 · Prompting Prompt Engineering 3 days · 12 units W12 · Context Context Engineering Deep Dive 3 days · 12 units W13 · Memory Claude Memory 2 days · 10 units W14 · Production Agent Observability 3 days · 12 units W15 · SaaS Real SaaS with Claude Code 4 days · 16 units W16 · Founders The Founder’s Playbook 4 days · 16 units W17 · Under the Hood How LLMs actually work 2 days · 10 units Beginner → Pro W18 · Multi-Agent Multi-Agent Systems 2 days · 8 units W19 · Safety Safety in Production 2 days · 8 units
4-week build

Ready to ship something? Take the Capstone Track.

A guided 4-week curation through the practices: pick a target, follow the path, ship by week 4. Zero new content — the ordered tour that turns "I read the practices" into "I built the thing."

See the 4-week plan →
How to use this site. Every practice is the same shape: a syllabus page lists every unit, each lesson lives at its own anchor with a left sidebar for jumping around and a right rail of section headings on the current page. Hands-on lessons are flagged with a citrus border. Every practice leaves a working artifact behind — a script, a config, a habit. Bring corrections; this is V1.
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