Documentation Is Becoming Infrastructure
Documentation is becoming part of how AI systems answer questions and do work, which makes maintained knowledge a core operating asset.
Writing
Writing makes the method inspectable.
Notes and essays on AI-amplified work, workflow design, verification, and the habits that make generated output easier to trust.
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Newest notes.
The AI Capability Audit
A framework for mapping current work, deciding where AI can help, naming what stays human-owned, and choosing the first workflow to improve.
Just Enough Intelligence
A practitioner essay on token economics, model routing, and why serious AI work needs just enough intelligence for each part of the job.
The Multi-Agent Orchestration Protocol
A practical protocol for using Think path, Build path, Safe Lane, and local model delegation while keeping accountability intact.
The Real AI Writing Skill Is Judgment
A practitioner essay on AI slop, judgment, and why serious AI writing needs a repeatable review system.
The AI Power User Gap Is a Work Design Gap
A response to Fast Company's coverage of Microsoft's 2026 Work Trend Index, and why the next AI advantage comes from clearer work, human judgment, and reusable habits.
Frameworks
Reusable working models.
The AI Capability Audit
A framework for mapping current work, deciding where AI can help, naming what stays human-owned, and choosing the first workflow to improve.
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Browse by topic.
Topic
Agentic systems
Notes on AI agents, task handoffs, review steps, and work people can use.
Topic
AI development
Practical writing on building AI-enabled systems with visible checks.
Topic
Workflow design
How real work changes when AI has a bounded job, context, and review.
Topic
Knowledge systems
Writing about local-first thinking, reusable context, and durable capture.
Topic
Leadership and execution
Operating rules for people who use AI while keeping judgment visible.
Next step
Put the method to work.
If you are reading because your team already has AI access, start with the audit. If the workflow and output are already clear, review the services route.