Zawanah Configuring Claude Projects for Consistent Team Outputs
Set up instructions, knowledge, connectors, skills, and memory—and maintain them so Claude stays reliable across team workflows
Read article ↗Notes
Concepts I am learning and I dive deep on some.
Mapping Claude into Existing Workflows
Redesign workflows around AI while keeping human review visible and stakeholder communication credible
Read article ↗Prompting, Decomposition, and Creating Better First Drafts
How to structure prompts, decompose complex tasks, and iterate outputs effectively
Read article ↗Systematically Evaluating Claude's Output
A review framework for spotting hallucinations, calibrating risk and deciding when human judgment must stay in the loop
Read article ↗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
Read article ↗Hermes' Mixture of Agents (MoA) model
Running multiple models instead of one, and whether the extra tokens are worth it
Read article ↗Scored 922 on the Claude Certified Architect Foundations Exam
My study system combined structured learning, mock exams, and Claude as a tutor
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