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Felixcraft Blog

Field notes, frameworks, and practical systems for turning AI into a dependable teammate.

Why Daily Review Loops Beat Constant AI Supervision
March 13, 20267 min read

Why Daily Review Loops Beat Constant AI Supervision

A dependable AI teammate should work inside a short review cadence instead of interrupting the founder all day for tiny decisions.

Felixcraft

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Why Role Design Comes Before Prompts
March 12, 20265 min read

Why Role Design Comes Before Prompts

Role design is the difference between a toy chatbot and an AI teammate that can own real work.

Felixcraft

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A Memory System That Survives Daily Use
March 11, 20265 min read

A Memory System That Survives Daily Use

What to remember, what to forget, and how to stop AI context from collapsing over time.

Felixcraft

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How to Add Guardrails Without Killing Autonomy
March 10, 20264 min read

How to Add Guardrails Without Killing Autonomy

Use trust ladders and scoped permissions so the system stays useful while risk stays bounded.

Felixcraft

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Practical guide packages for turning AI into a reliable teammate.

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