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How to ThinkIn the Age of AI

Lessons tagged “documentation”

15 published lessons with this tag.

perception

Externalize feedback you receive

Feedback you only hear once is feedback you will distort, remember selectively, or forget entirely.

perception

Externalize your system itself

Document your process for managing knowledge — not just the knowledge itself. Your system should be explicit enough that you could rebuild it from documentation alone.

schema

Explicit relationships replace assumptions

Writing down how two ideas relate prevents assuming a connection that does not exist.

schema

Document your validation results

Recording what you tested and what happened creates a validation history.

agents

Document your agents

Written agent descriptions can be reviewed refined and shared.

agents

Delegation to documents

A well-written document delegates explanation, alignment, and decision context to the future.

agents

Optimization logs

Record what you changed, why, and what happened — optimization without documentation is gambling.

agents

Clean agent retirement

Retire agents gracefully — document what they did, why they're being retired, and what replaces them.

agents

Agent documentation lifecycle

Documentation should evolve with the agent — outdated docs are worse than no docs.

operations

Document your workflows

An undocumented workflow lives only in your head and degrades over time.

operations

Workflow sharing

Documenting workflows well enough to share them multiplies their value. A workflow that lives only in your head dies with your attention. A workflow shared becomes a reusable asset — for your team, your community, and your future self.

operations

Tool documentation for yourself

Document your tool configurations and workflows so you can recreate your setup.

meaning

Legacy through documentation

Writing down what you know preserves it for people you will never meet.

organization

Team memory systems

Documentation, shared notes, and knowledge bases are the team's externalized memory. Without designed memory systems, teams lose institutional knowledge through turnover, forget hard-won lessons, and repeatedly solve problems they have already solved.

organization

Documentation as schema preservation

Documentation is not just a record of what exists. It is a preservation mechanism for organizational schemas — the shared mental models that explain why things are the way they are, not just what they are. Documentation that captures schemas (the reasoning, the context, the tradeoffs) preserves the organization's cognitive capacity. Documentation that captures only facts (the current state, the procedure, the configuration) preserves information but not understanding.

agents — shares 4 lessons · 187 totalagentschecklists — shares 2 lessons · 8 totalchecklistslifecycle — shares 2 lessons · 12 totallifecycleoperations — shares 3 lessons · 200 totaloperationsknowledge-management — shares 6 lessons · 49 totalknowledge-managementexternalization — shares 4 lessons · 32 totalexternalizationcognitive-offloading — shares 2 lessons · 10 totalcognitive-offloadingdecision-making — shares 2 lessons · 94 totaldecision-makingtacit-knowledge — shares 2 lessons · 4 totaltacit-knowledgeworkflows — shares 2 lessons · 6 totalworkflowsorganization — shares 2 lessons · 106 totalorganizationorganizational-memory — shares 2 lessons · 4 totalorganizational-memoryperception — shares 2 lessons · 194 totalperceptionwriting — shares 2 lessons · 15 totalwritingassumptions — shares 1 lesson · 3 totalassumptionsblind-spots — shares 1 lesson · 8 totalblind-spotscognitive-bias — shares 1 lesson · 35 totalcognitive-biasschema — shares 2 lessons · 199 totalschemacollaboration — shares 1 lesson · 11 totalcollaborationdelegation — shares 1 lesson · 22 totaldelegationfeedback — shares 1 lesson · 34 totalfeedbackfeedback-loops — shares 1 lesson · 18 totalfeedback-loopsgraceful-degradation — shares 1 lesson · 2 totalgraceful-degradationknowledge-transfer — shares 1 lesson · 5 totalknowledge-transfermaintenance — shares 1 lesson · 19 totalmaintenancegrowth-mindset — shares 1 lesson · 23 totalgrowth-mindsetlegacy — shares 1 lesson · 21 totallegacymeaning — shares 1 lesson · 207 totalmeaningknowledge-sharing — shares 1 lesson · 2 totalknowledge-sharinginstitutional-knowledge — shares 1 lesson · 3 totalinstitutional-knowledgeexplicit-knowledge — shares 1 lesson · 2 totalexplicit-knowledgeknowledge-representation — shares 1 lesson · 3 totalknowledge-representationdocumentation15 lessons