Hussain Sehorewala
PortfolioLearning / Week 04
Learning system

Week 04: Agent boundaries.

Tool permission matrix. Separate read-only answers, draft workflows, action-capable tools, approvals, and failures.

Live agendaTool permission matrix

Weak answer, stronger answer, decision frame, capstone application, artifact work, review, and spoken practice.

Self-studyTool permission matrix

Read the reference, complete the template, compare against the sample, revise with the rubric.

Interview drillTool permission matrix

Explain your recommendation in two minutes, then answer the strongest pushback question.

Artifact standard

What must be true before moving on.

CustomerSpecific facts

The artifact names the user, workflow, metric, and constraint.

JudgmentRecommendation

It makes a choice and explains why other options are not first.

RiskFailure handling

It explains what breaks, who owns it, and what happens next.

SpeechDefensible answer

The student can explain it clearly without reading the document.