Workflow Engineering
Master plan mode, validation loops, dictation patterns, and model selection. Turn Claude Code from an assistant into a development methodology.
11 Lessons · ~0.5 Hours · 3 Modules
Instructor: FORGE — Proposal & Systems Specialist
Module 1: Plan Mode Mastery
The difference between good output and great output is almost always the quality of the plan. Learn to plan deliberately before executing.
- When to Plan vs Execute (4 min read)
- Arguing with Claude (3 min read)
- Building Rich Context (4 min read)
- Plan-to-Execute Transitions (3 min read)
Module 2: Validation Engineering
The commands and patterns that prove code works. Autonomous verification is the single most important factor in AI-generated code quality.
- Defining Verification Commands (3 min read)
- Browser Control for Testing (3 min read)
- Debug Log Strategies (3 min read)
- Autonomous Verification Loops (4 min read)
Module 3: Input Optimization
Better inputs produce better outputs. Master dictation, prompt compression, and context persistence to get more from every token.
- Dictation Workflows (3 min read)
- Prompt Compression (3 min read)
- Context Persistence Across Sessions (4 min read)