Tech Articles

Technical deep-dives into the architecture and design decisions behind hakadoru.ai.

• Two-Pass Consistency Verification

  2026-03-17

  How hakadoru.ai detects contradictions in long-form fiction using Near-Range and Long-Range verification passes

  architectureverificationquality

• Deliberation Pipeline

  2026-03-17

  Five-algorithm serial pipeline for elevating creative writing quality through structured LLM review and refinement

  architecturegenerationquality

• Idea Palette Pipeline

  2026-03-17

  Nine-stage pipeline for structured creative idea generation using six facets and a predicate system

  architecturegenerationcreativity

• Multi-Brand Architecture

  2026-03-17

  How a single codebase serves 6 distinct creative writing brands through JSONB-driven brand configuration

  architecturemulti-tenantsaas

• Three-Layer Preamble Architecture

  2026-03-17

  How hakadoru.ai structures LLM system prompts in three composable layers for flexible creative writing assistance

  architecturellmprompt-engineering

• Fragment Selection Principle

  2026-03-14

  Why manual fragment selection is a core design principle in hakadoru.ai

  architecturedesign-philosophy