AI Coding Patterns
Start
Introduction
Warm-up · “Please, draw me a sheep!”
Black Box AI
Compliance Bias
Pattern Map
Silent Misalignment
Pattern Map
Active Partner
Reverse Direction
Check Alignment
Pattern Map
Exercise 1 · Active Partner
Pattern Map
Answer Injection
Cast Wide
Pattern Map
Context Markers
Questions so far?
Can't Learn
Context Rot
Context Management
Pattern Map
Knowledge Document
Extract Knowledge
Exercise 2 · Extract Knowledge
Ground Rules
Exercise 3 · Ground Rules
One File?
Limited Context Window
Distracted Agent
Limited Focus
Focused Agent
Let’s look inside a context
Pattern Map
External Context
References
Knowledge Composition
Pattern Map
Exercise 4 · Ground Rule Smells
Exercise 5 · Skills
Pattern Map
Excess Verbosity
Semantic Zoom
Pattern Map
Noise Cancellation
Exercise 6 · Noise Cancellation
Non-Determinism
Pattern Map
Knowledge Checkpoint
Parallel Implementations
Pattern Map
Offload Deterministic
Unvalidated Leaps
Degrades Under Complexity
Chain of Small Steps
Pattern Map
AI Slop
Feedback Flip
Refinement Loop
Pattern Map
Exercise 7 · Refinement Loop
Selective Hearing
Hooks
Reminders
Pattern Map
Text Native
Closing Summary & Resources
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Start
Introduction
Warm-up · “Please, draw me a sheep!”
Black Box AI
Compliance Bias
Pattern Map
Silent Misalignment
Pattern Map
Active Partner
Reverse Direction
Check Alignment
Pattern Map
Exercise 1 · Active Partner
Pattern Map
Answer Injection
Cast Wide
Pattern Map
Context Markers
Questions so far?
Can't Learn
Context Rot
Context Management
Pattern Map
Knowledge Document
Extract Knowledge
Exercise 2 · Extract Knowledge
Ground Rules
Exercise 3 · Ground Rules
One File?
Limited Context Window
Distracted Agent
Limited Focus
Focused Agent
Let’s look inside a context
Pattern Map
External Context
References
Knowledge Composition
Pattern Map
Exercise 4 · Ground Rule Smells
Exercise 5 · Skills
Pattern Map
Excess Verbosity
Semantic Zoom
Pattern Map
Noise Cancellation
Exercise 6 · Noise Cancellation
Non-Determinism
Pattern Map
Knowledge Checkpoint
Parallel Implementations
Pattern Map
Offload Deterministic
Unvalidated Leaps
Degrades Under Complexity
Chain of Small Steps
Pattern Map
AI Slop
Feedback Flip
Refinement Loop
Pattern Map
Exercise 7 · Refinement Loop
Selective Hearing
Hooks
Reminders
Pattern Map
Text Native
Closing Summary & Resources
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