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Still building at the crossing.

© 2026

Writing

Field Notes

Less hype, more architecture.

Observations on design, AI, and the messy space between idea and shipped product.

Series

AI Systems Design

4 parts
  • Mega-Prompt
    WriterEditorComplianceBrand
    Explore
    Generate ideas
    Evaluate
    Judge quality
    Enforce
    Apply rules
    Overload
    Decay
    Decompose

    Part 1

    The Polymath Fallacy

    Why trying to build a digital twin of a human expert breaks AI systems.

    March 2026 · 6 min read

  • High temperature — maximize variance
    Straightforward
    Safe & clear
    Opinionated
    Sharp & direct
    Playful
    Unexpected angle
    Constraints applied — final output
    Opinionated Draft
    Format ✓Policy ✓Brand ✓
    Variance preserved. Rules enforced last.
    Generate
    Select
    Constrain

    Part 2

    Orchestrating the Creative Funnel

    Solving the output problem by re-sequencing workflows.

    March 2026 · 7 min read

  • Gold Standard
    Extracting patterns...
    Avg sentence12 words
    Humoropenings only
    Clichésconsistently avoided
    Transitionsshort, direct
    Analyze
    Extract
    Blueprint

    Part 3

    Reverse-Engineering the Vibe

    Why a Golden Example is worth more than a thousand adjectives.

    March 2026 · 7 min read

  • Chat 1
    Use blue CTA...
    Chat 2
    Header 48px...
    Chat 3
    Match the tone...
    Knowledge Bridge
    Style signals
    Structure map
    Constraints
    Coherent outputintent preserved
    Isolation
    Bridge
    Flow

    Part 4

    Beyond the Chat

    Building the Knowledge Bridge for production-grade agentic architecture.

    March 2026 · 8 min read