Designing the right AI Setup for the Work
A framework for choosing the right entry point, capability layer, model, and context strategy before redesigning work with AI
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A connected set of notes that follows the work beyond a single build.
A framework for choosing the right entry point, capability layer, model, and context strategy before redesigning work with AI
Read article ↗How to structure prompts, decompose complex tasks, and iterate outputs effectively
Read article ↗A review framework for spotting hallucinations, calibrating risk and deciding when human judgment must stay in the loop
Read article ↗Redesign workflows around AI while keeping human review visible and stakeholder communication credible
Read article ↗Set up instructions, knowledge, connectors, skills, and memory—and maintain them so Claude stays reliable across team workflows
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