Coding with AI
Introduction
Can't Learn
Context Rot
Context Management
Knowledge Document
Ground Rules
Extract Knowledge
Limited Context Window
Distracted Agent
Limited Focus
Focused Agent
References
Knowledge Composition
Excess Verbosity
Semantic Zoom
Noise Cancellation
External Context
Non-Determinism
Knowledge Checkpoint
Parallel Implementations
Offload Deterministic
Unvalidated Leaps
Degrades Under Complexity
Chain of Small Steps
AI Slop
Feedback Flip
Refinement Loop
Selective Hearing
Hooks
Reminders
Non-Determinism in Practice
Black Box AI
Compliance Bias
Silent Misalignment
Active Partner
Check Alignment
Context Markers
Answer Injection
Cast Wide
Reverse Direction
Text Native
Closing Summary & Resources
AI Configuration Reference
Exercise 1
Exercise 2
Exercise 3
Exercise 4
Exercise 5
Exercise 6
Exercise 7
Exercise 8
Exercise 9
Start
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Introduction
Can't Learn
Context Rot
Context Management
Knowledge Document
Ground Rules
Extract Knowledge
Limited Context Window
Distracted Agent
Limited Focus
Focused Agent
References
Knowledge Composition
Excess Verbosity
Semantic Zoom
Noise Cancellation
External Context
Non-Determinism
Knowledge Checkpoint
Parallel Implementations
Offload Deterministic
Unvalidated Leaps
Degrades Under Complexity
Chain of Small Steps
AI Slop
Feedback Flip
Refinement Loop
Selective Hearing
Hooks
Reminders
Non-Determinism in Practice
Black Box AI
Compliance Bias
Silent Misalignment
Active Partner
Check Alignment
Context Markers
Answer Injection
Cast Wide
Reverse Direction
Text Native
Closing Summary & Resources
AI Configuration Reference
Exercise 1
Exercise 2
Exercise 3
Exercise 4
Exercise 5
Exercise 6
Exercise 7
Exercise 8
Exercise 9
Start
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Coding with AI
Talks
Event
Speaker
Talk
SoCraTes 2026
Lada Kesseler
,
Lars Eckart
Augmented Coding Patterns workshop
Craft Conference 2026, Budapest
Lada Kesseler
Patterns for Coding with AI
AI Native DevCon 2025, New York
Lada Kesseler
Emerging Patterns for Coding with Generative AI (masterclass)
Calgary Software Crafters 2025
Lada Kesseler
Augmented Coding: Mapping the Uncharted Territory
Craft Conference 2025, Budapest
Llewellyn Falco
,
Lada Kesseler
Telling Better Stories with Tests