PKM Wiki

Source - YB 2026 - Engineer Your Creativity

2 min read

Citation

YB, "Engineer your Creativity," Engineering Agency (Substack), January 28, 2026. URL: https://engineeringagency.substack.com/p/engineer-your-creativity

Overview

Argues that sustainable creative output comes from engineering — treating knowledge work like a transformation system with inputs, processing, and outputs — rather than chasing performative metrics like subscriber counts or viral posts. The core reorientation: "focus on the craft, not the byproduct." The essay's most distinctive contribution is importing Brian Potter's continuous knowledge transformation concept from engineering into PKM practice.

Core Argument: The Shift

From performative publishing to craft-focused knowledge work via four moves:

  1. Redefine success metrics. Replace subscriber counts with evergreen notes created daily.
  2. Build privately first. Develop an Obsidian vault without publication pressure for 6+ months.
  3. Create atomic note systems. Organize around ideas (not people or dates), enabling cross-domain pattern matching.
  4. Embrace continuous observation. Capture insights from all life contexts, not just desk work.

Key Concepts and Frameworks

  • Evergreen notes — atomic units capturing a single idea with multiple examples
  • Knowledge graph — interconnected ideas strengthened through diverse observations
  • Continuous knowledge transformation — borrowed from Brian Potter's engineering work; smooth input-to-output flow without batch delays, plateaus, or queue-based stalls
  • Pronoia tweeting — strategic feedback-seeking via scheduled social posts (framing: the universe is conspiring in your favor; publish to receive)
  • IRL information asymmetry — hosting dinners for cross-domain idea discovery, a social counterpart to online information flow

Practical Recommendations

  • Use Obsidian plugins for spaced repetition of past notes
  • Schedule social posts for consistent external feedback
  • Seek conversations outside normal circles
  • Treat maintenance of the system as non-negotiable priority

Why This Matters for PKM

  • Engineering as metaphor for PKM. YB explicitly borrows from engineering: continuous flow, transformations, maintenance as core work. This is a distinct framing from the common "second brain" or "notebook" metaphors.
  • Private-first as a discipline. The 6-month private-first recommendation pushes against the public learning default; both can be right at different stages.
  • The creativity flywheel gets an engineering upgrade. The "continuous transformation" framing is a more specific claim than "flywheel" — it names the mechanism (smooth flow, no batch delays) not just the shape.
  • Pronoia tweeting as a feedback-loop engineering move reframes publishing from announcement to signal acquisition.

Concepts Introduced or Amplified

  • Continuous knowledge transformation (imported from Potter, now standalone article-worthy)
  • Pronoia tweeting — feedback-seeking publication
  • IRL information asymmetry — cross-domain discovery via hosted conversation
  • Craft-focused vs performative knowledge work — framing distinction