Augmented Coding Patterns
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Lada Kesseler

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Obstacles

(10)
  • Black Box AI
  • Cannot Learn
  • Compliance Bias
  • Context Rot
  • Degrades Under Complexity
  • Excess Verbosity
  • Hallucinations
  • Limited Context Window
  • Limited Focus
  • Non-Determinism

Anti-Patterns

(5)
  • Answer Injection
  • Distracted Agent
  • Perfect Recall Fallacy
  • Silent Misalignment
  • Unvalidated Leaps

Patterns

(26)
  • Active Partner
  • Borrow Behaviors
  • Chain of Small Steps
  • Check Alignment
  • Context Management
  • Context Markers
  • Extract Knowledge
  • Focused Agent
  • Ground Rules
  • Hooks
  • Knowledge Checkpoint
  • Knowledge Composition
  • Knowledge Document
  • Noise Cancellation
  • Offload Deterministic
  • Parallel Implementations
  • Playgrounds
  • Polyglot AI
  • Reference Docs
  • Reminders
  • Reverse Direction
  • Semantic Zoom
  • Shared Canvas
  • Softest Prototype
  • Take All Paths
  • Text Native

Augmented Coding Patterns - A guide to effective AI-augmented software development

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