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 worth changing.
Writing
Writing is where the method is easiest to inspect.
Notes and essays on AI-amplified work, workflow design, verification, and the habits that make generated output easier to trust.
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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 work design, judgment, and repeatable capability.
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 worth changing.
Browse by topic
Browse by topic.
Topic
Agentic work
Notes on delegation boundaries, orchestration, and usable agentic work.
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AI development
Practical writing on building AI-enabled systems with visible checks.
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Workflow design
How real work changes when AI has a bounded job, context, and review.
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Knowledge systems
Writing about local-first thinking, reusable context, and durable capture.
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Leadership and execution
Operating rules for people who use AI while keeping judgment visible.