ai-engineering-from-scratch vs Thanor: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of ai-engineering-from-scratch and Thanor — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
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ai-engineering-from-scratch
rohitg00
Free, open-source curriculum of 500+ hands-on lessons across 20 phases to learn and build AI engineering from math to agents.
Key features
- 523 lessons in 20 phases: A structured curriculum of about 342 hours from setup and math to LLM and agent engineering
- Multi-language code: Lessons implemented in Python, TypeScript, Rust and Julia
- Reusable artifacts: Every lesson ships a prompt, skill, agent or MCP server you can reuse
- Goal-based paths: Learning paths for coding agents, MCP, Agent Skills and product delivery
- Evidence-based workflow: Learners record the command, output and changes for each lesson
- Placement tutor skill: A start-learning skill helps decide where to begin
- Certification onboarding: Guides for Claude certification and the MCP Associate track
- Translations: Landing pages available in a dozen languages
Best for
- A developer new to AI follows Phase 0 and the math foundations to build a base
- An engineer builds production LLM applications using the LLM Engineering phase
- A team learns to write and ship Agent Skills and MCP servers through the tools and protocols phase
- A coding-agent user follows the agent-assisted engineering path to work on real repositories
- A learner prepares for the MCP Associate certification using the onboarding guide
Thanor
Thanor
Library of complete art-direction prompts that make AI-built websites look professionally designed, usable in Claude, Cursor, v0 and more.
Key features
- Art-direction prompts: Each entry specifies palette, type scale, motion curves and structure
- Works with any AI builder: Paste into Claude, ChatGPT, Cursor, v0, Lovable or Bolt
- Weekly updates: New directions are added on a regular schedule
- MCP server: Pull directions from within Claude, ChatGPT or Cursor
- Section prompts: Headers, footers, heroes and pricing sections
- Animated backgrounds: Prompt-ready animated background styles
- Category browsing: Filter by hero, landing page, SaaS, agency, portfolio and e-commerce
Best for
- A founder prompts Claude with a SaaS direction to generate a polished landing page
- A freelancer uses agency and portfolio directions for client sites
- A developer in Cursor pulls a design direction through the MCP server mid-build
- A designer reviews palette and motion choices to learn how strong art directions are written
- A vibe-coder swaps hero prompts to quickly compare visual styles