AdvancedNo experience neededFree
Beyond the Prompt
from first prompt to production system
31 dense articles across three tiers — Foundations, Builder, and Production & Frontier — covering modern prompting from the ground up: patterns, reasoning models, context engineering, RAG, agents, evals, and shipping prompt systems that hold up in real products.
11
Foundations12
BuilderProduction & Frontier
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3modules
31topics
31tasks
10–14 hrstotal
Curriculum
3 modules · 31 topicsEvery article runs principle → pattern → production — the idea, the pattern, and how it plays out in a real system, on one page.
- 11.01What Prompting Actually Is (And Why It Still Matters)Article
- 11.02The Anatomy of a Prompt: 6 Parts You Need to KnowArticle
- 11.03Clear and Direct: The Core Skill
- 11.04Giving the Model a Role and an Audience
- 11.05Showing vs Telling: Examples and Few-Shot
- 11.06Controlling the Output
- 11.07Giving the Model Room to Think
- 11.08The Iteration Loop
Each topic includes a written exercise8 tasks
- 12.01A Working Catalog of Prompt Patterns
- 12.02Decomposition and Prompt Chaining
- 12.03Self-Consistency and Verification
- 12.04Reducing Hallucinations
- 12.05Prompting Reasoning Models
- 12.06Context Engineering, Part 1 — Foundations
- 12.07Prompting Over Documents and Data (RAG-Aware Prompting)
- 12.08Structured Outputs and Schema-Driven Prompting
- 12.09Multimodal Prompting
- 12.10System Prompts That Scale
- 12.11Meta-Prompting and Prompt Generation
- 12.12Prompt Security Basics
Each topic includes a written exercise12 tasks
- 13.01Context Engineering, Part 2 — Production Systems
- 13.02Agentic Prompting
- 13.03Multi-Agent Prompting and Orchestration
- 13.04Advanced Reasoning Frameworks
- 13.05Automatic Prompt Optimization
- 13.06Evaluating Prompts
- 13.07Prompt Engineering for Production
- 13.08Model-Specific Prompting
- 13.09Adversarial and Red-Team Prompting (Advanced)
- 13.10Domain Playbooks
- 13.11Prompting as It Evolves (Capstone)
Each topic includes a written exercise11 tasks